Tudor SurdoiuinBetter ProgrammingImproving Your Prediction API With Dynamic BatchingHow to increase the throughput of your FastAPI machine learning prediction endpoint with dynamic batchingFeb 8, 2023Feb 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 policyJan 6, 2023Jan 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.Dec 19, 20221Dec 19, 20221
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…Oct 4, 2022Oct 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 filesJul 25, 2022Jul 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 frameworkMay 30, 20221May 30, 20221
Tudor SurdoiuPython type hints: Just Do ItHow to bring python into the neighborhood of typed programming languages.Mar 5, 2022Mar 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.Jan 30, 2022Jan 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…Nov 14, 2021Nov 14, 2021
Tudor SurdoiuinGeek CultureMLOps: What, Why and HowCreating production ready machine learning solutionsNov 8, 2021Nov 8, 2021
