Tudor SurdoiuinBetter ProgrammingImproving Your Prediction API With Dynamic BatchingHow to increase the throughput of your FastAPI machine learning prediction endpoint with dynamic batching·6 min read·Feb 8, 2023----
Tudor SurdoiuinGeek CulturePaper Dive: “Cramming: Training a Language Model on a Single GPU in One Day”The best BERT model one can create with one GPU and a one-day training policy·3 min read·Jan 6, 2023----
Tudor SurdoiuinGeek CultureChatGPT: Engineering, Hopes, and FearsAnswers to some of the important questions about ChatGPT and an engineering perspective of its origins, usage and future.·7 min read·Dec 19, 2022--1--1
Tudor SurdoiuinTowards Data ScienceHow to organize and track your PyTorch training by creating a run managerIf you are searching for a way to organize, manage and log the steps and operations during a training process and don’t want to use PyTorch…·4 min read·Oct 4, 2022----
Tudor SurdoiuinTowards Data ScienceHow to boost PyTorch Dataset using memory-mapped filesThis article will discuss the reasoning and the steps of implementing a PyTorch dataset that uses memory-mapped files·4 min read·Jul 25, 2022----
Tudor SurdoiuinTowards Data ScienceHow to create your own deep learning framework using only NumpyThis article will show you the challenges, components, and steps you need to make/overcome to create a basic deep learning framework·5 min read·May 30, 2022--1--1
Tudor SurdoiuPython type hints: Just Do ItHow to bring python into the neighborhood of typed programming languages.·4 min read·Mar 5, 2022----
Tudor SurdoiuinGeek CultureAbout generalization, abstraction and analogiesA presentation of essential cognition concepts inspired by the book Deep Learning with Python, second edition by François Chollet.·4 min read·Jan 30, 2022----
Tudor SurdoiuTensorflow: building and training a model with basic operationsIn this article I am going to show you how to build a deep learning model in Tensorflow from basic tensor variables and operations, after…·2 min read·Nov 14, 2021----
Tudor SurdoiuinGeek CultureMLOps: What, Why and HowCreating production ready machine learning solutions·5 min read·Nov 8, 2021----