Published inCodeXHow to compute gradients in Tensorflow and PytorchComputing gradients is one of core parts in many machine learning algorithms. Fortunately, we have deep learning frameworks handle for us…Apr 9, 2021Apr 9, 2021
Deployment in Machine Learning WorkflowAs a machine learning/deep learning researcher, we usually focus on improving the performance of the models on specific datasets. However…Feb 28, 2021Feb 28, 2021
10 years using FacebookIn 2014, for the 10-year celebration, Facebook made a look back video for each user. Recently, Facebook has reminded me of that video and…Feb 23, 2021Feb 23, 2021
October 2020: Weeks of announcements.There were many important events from NVIDIA, AMD, and Apple in October that motivates me to write somethings. This is a kind of reminder…Oct 16, 2020Oct 16, 2020
Deployment of Standalone Spark Cluster on KubernetesSpark is a well-known engine for processing big data. As a first step to learn Spark, I will try to deploy a Spark cluster on Kubernetes…Jun 11, 2020Jun 11, 2020
Persistent storage in Jupyterhub on Kubernetes cluster running on MinikubeAnother complicated concepts: PersistentVolume, PersistentVolumeClaim and StorageClass.Jun 3, 2020Jun 3, 2020
Mounting Kubernetes service account secrets for single user Jupyter notebook podI could not access the Kubernetes API from jupyter notebook pod, it takes me some time to figure out.May 28, 2020May 28, 2020
Handling errors while deploying Kubernetes cluster on VM cluster with Calico networkMy labmate (선배님) and I are trying to install Kubernetes for research. And we decided to first install it on a Virtual box machines cluster.May 19, 2020May 19, 2020
Published inThe StartupDeployment of Neo4j Docker container with APOC and Graph Algorithms pluginsRecently, I have learnt to use a graph database called Neo4j. And I do not want to install a lot of software on the computer. Hence…May 11, 20201May 11, 20201
Manually deploy JupyterHub on Kubernetes for a single machineIn this post, I will install Jupyterhub on Kubernetes step by step and manually. This gives me a chance to understand some parts of…Apr 12, 2020Apr 12, 2020
