MJUN Tech Note (English)Technical notes from a graduate student in computer sciencehttps://mjunya.com/en-usBuilding MLflow on an On-Prem Server with Docker Compose, MySQL, and RustFShttps://mjunya.com/en/posts/2025-12-16-mlflow-mysql-rustfs/https://mjunya.com/en/posts/2025-12-16-mlflow-mysql-rustfs/Tue, 16 Dec 2025 00:00:00 GMTModern Python Development Environment Template with uv, ruff, devcontainer, Claude Codehttps://mjunya.com/en/posts/2025-06-15-python-template/https://mjunya.com/en/posts/2025-06-15-python-template/Sun, 15 Jun 2025 00:00:00 GMTHow to Release HuggingFace (PyTorch) Models from RAM/VRAMhttps://mjunya.com/en/posts/2025-01-27-hf-torch-clear-memory/https://mjunya.com/en/posts/2025-01-27-hf-torch-clear-memory/Mon, 27 Jan 2025 00:00:00 GMTManaging PyTorch CPU/CUDA Versions per Environment with uv Part 2https://mjunya.com/en/posts/2024-10-22-python-uv-pytorch-2/https://mjunya.com/en/posts/2024-10-22-python-uv-pytorch-2/Tue, 22 Oct 2024 00:00:00 GMTCreating Custom Datasets Using HuggingFace datasets Builder Classhttps://mjunya.com/en/posts/2024-09-22-generate-hf-datasets-using-builder-class/https://mjunya.com/en/posts/2024-09-22-generate-hf-datasets-using-builder-class/Sun, 22 Sep 2024 00:00:00 GMTManaging PyTorch CPU/CUDA Versions per Environment with uvhttps://mjunya.com/en/posts/2024-08-22-python-uv-pytorch/https://mjunya.com/en/posts/2024-08-22-python-uv-pytorch/Thu, 22 Aug 2024 00:00:00 GMTBuilding Portable Python Environments with python-build-standalone and Dockerhttps://mjunya.com/en/posts/2024-08-01-python-build-standalone-docker/https://mjunya.com/en/posts/2024-08-01-python-build-standalone-docker/Thu, 01 Aug 2024 00:00:00 GMTBuilding a Machine Learning Server: Installing NVIDIA Driver, CUDA, and Docker on Ubuntuhttps://mjunya.com/en/posts/2024-03-06-create-ml-server/https://mjunya.com/en/posts/2024-03-06-create-ml-server/Sat, 02 Mar 2024 00:00:00 GMTMigrated This Site from Gatsby.js to Astrohttps://mjunya.com/en/posts/2024-01-13-replace-astro-from-gatsby/https://mjunya.com/en/posts/2024-01-13-replace-astro-from-gatsby/Sat, 13 Jan 2024 00:00:00 GMTExploring TorchVision's transforms.v2https://mjunya.com/en/posts/2023-10-11_torchvisionv2/https://mjunya.com/en/posts/2023-10-11_torchvisionv2/Wed, 11 Oct 2023 00:00:00 GMTRedirecting HTTP Traffic to HTTPS on Arbitrary Ports with Nginxhttps://mjunya.com/en/posts/2023-03-06_nginx-redirect-http-to-https/https://mjunya.com/en/posts/2023-03-06_nginx-redirect-http-to-https/Mon, 06 Mar 2023 00:00:00 GMTWhen VRAM Imbalance Occurs During PyTorch DDP Multi-GPU Traininghttps://mjunya.com/en/posts/2023-01-21_torch-multi-gpu-vram-imbalance/https://mjunya.com/en/posts/2023-01-21_torch-multi-gpu-vram-imbalance/Sat, 21 Jan 2023 00:00:00 GMTAlways Port Forward with autossh and systemd/launchd on Mac and Ubuntuhttps://mjunya.com/en/posts/2022-10-20_autossh/https://mjunya.com/en/posts/2022-10-20_autossh/Thu, 20 Oct 2022 00:00:00 GMTBuilding MLflow Tracking On-Premiseshttps://mjunya.com/en/posts/2022-09-05_mlflow-onpre/https://mjunya.com/en/posts/2022-09-05_mlflow-onpre/Mon, 05 Sep 2022 00:00:00 GMTMy First Issue and Pull Request: Contributing to PyTorch and YOLOv5https://mjunya.com/en/posts/2022-07-09_my-first-contribute/https://mjunya.com/en/posts/2022-07-09_my-first-contribute/Mon, 11 Jul 2022 00:00:00 GMTSaving GPU Memory with TorchScript (torch.jit)https://mjunya.com/en/posts/2022-05-30-torch-jit/https://mjunya.com/en/posts/2022-05-30-torch-jit/Mon, 30 May 2022 00:00:00 GMTInstalling CUDA, cuDNN, Docker, and NVIDIA-Docker2 on Ubuntu 22.04https://mjunya.com/en/posts/2022-05-28-ubuntu2204-cuda/https://mjunya.com/en/posts/2022-05-28-ubuntu2204-cuda/Sat, 28 May 2022 00:00:00 GMTOverview of PyTorch Multi-GPU [DataParallel, DistributedDataParallel, torchrun]https://mjunya.com/en/posts/2022-04-18-torchrun/https://mjunya.com/en/posts/2022-04-18-torchrun/Mon, 18 Apr 2022 00:00:00 GMTProxying GitLab via Apache on Ubuntuhttps://mjunya.com/en/posts/2022-04-05-gitlab-apache/https://mjunya.com/en/posts/2022-04-05-gitlab-apache/Tue, 05 Apr 2022 00:00:00 GMTSetting Up GitLab Email Notifications with Google Workspace SMTP Relay in Docker Composehttps://mjunya.com/en/posts/2022-04-04-gitlab-mail-google-smtp-relay/https://mjunya.com/en/posts/2022-04-04-gitlab-mail-google-smtp-relay/Mon, 04 Apr 2022 00:00:00 GMTBuilding Python from Source with Custom Version in Dockerfilehttps://mjunya.com/en/posts/2022-02-08-build-python-from-source-in-dockerfile/https://mjunya.com/en/posts/2022-02-08-build-python-from-source-in-dockerfile/Tue, 08 Feb 2022 00:00:00 GMTCreated a Font with Japanese Characters Added to RobotoMonohttps://mjunya.com/en/posts/2021-12-28-roboto-mono-jp/https://mjunya.com/en/posts/2021-12-28-roboto-mono-jp/Tue, 28 Dec 2021 00:00:00 GMTSetting GPU Order on Multi-GPU Systemshttps://mjunya.com/en/posts/2021-12-13-multi-gpu-order/https://mjunya.com/en/posts/2021-12-13-multi-gpu-order/Mon, 13 Dec 2021 00:00:00 GMTUsing TensorFlow-GPU 1.15 with RTX 3000 Series (Ampere)https://mjunya.com/en/posts/2021-12-12-tf-1-15-rtx-3000/https://mjunya.com/en/posts/2021-12-12-tf-1-15-rtx-3000/Sun, 12 Dec 2021 00:00:00 GMTSetting up DDNS with Google Domainshttps://mjunya.com/en/posts/2021-12-06-googledomains-ddns/https://mjunya.com/en/posts/2021-12-06-googledomains-ddns/Mon, 06 Dec 2021 00:00:00 GMTCreating an Internal DNS Server with Unbound (Ubuntu 20.04)https://mjunya.com/en/posts/2021-12-05-unbound-dns-ubuntu/https://mjunya.com/en/posts/2021-12-05-unbound-dns-ubuntu/Sun, 05 Dec 2021 00:00:00 GMTParallelizing for Loops in Pythonhttps://mjunya.com/en/posts/2021-11-14-python-parallels/https://mjunya.com/en/posts/2021-11-14-python-parallels/Sun, 14 Nov 2021 00:00:00 GMTUsing grep on Pandas DataFrame Outputhttps://mjunya.com/en/posts/2021-10-20-pandas-output-grep/https://mjunya.com/en/posts/2021-10-20-pandas-output-grep/Wed, 20 Oct 2021 00:00:00 GMTGit Push to Multiple Remote Repositorieshttps://mjunya.com/en/posts/2021-10-19-git-push-multi-remote/https://mjunya.com/en/posts/2021-10-19-git-push-multi-remote/Tue, 19 Oct 2021 00:00:00 GMTComparing Image Loading Speed in PyTorchhttps://mjunya.com/en/posts/2021-10-10-pytorch-image-load-speed/https://mjunya.com/en/posts/2021-10-10-pytorch-image-load-speed/Sun, 10 Oct 2021 00:00:00 GMTSSH Options and Config Settingshttps://mjunya.com/en/posts/2021-07-04-ssh-config/https://mjunya.com/en/posts/2021-07-04-ssh-config/Sun, 04 Jul 2021 00:00:00 GMTOption Parsing in Shell Script with getoptshttps://mjunya.com/en/posts/2021-06-02-getopt-in-shellscript/https://mjunya.com/en/posts/2021-06-02-getopt-in-shellscript/Wed, 02 Jun 2021 00:00:00 GMTShell Scripthttps://mjunya.com/en/posts/2021-05-24-shell-script/https://mjunya.com/en/posts/2021-05-24-shell-script/Mon, 24 May 2021 00:00:00 GMTConditional Branching with test Command in Shell Scripthttps://mjunya.com/en/posts/2021-05-24-test-in-shellscript/https://mjunya.com/en/posts/2021-05-24-test-in-shellscript/Mon, 24 May 2021 00:00:00 GMTFirst Posthttps://mjunya.com/en/posts/2021-05-18-first-post/https://mjunya.com/en/posts/2021-05-18-first-post/Tue, 18 May 2021 00:00:00 GMT