Performance Tuning

What are the different neural network architectures (e.g., MLP, CNN, GNN, GCN, LSTM, RNN, etc.) , how to choose a machine learning method, how to tune machine learning hyperparameter (e.g., for neural networks, Random Forest, XGBoost, SVM, KNN, linear regression, etc.)  benchmarking of io, memory, GPU and CPU cycles.

How to choose batch size in deep learning?

Submitted by Anonymous (not verified) on Wed, 08/03/2022 - 13:48
batch size in machine learning

This article attempts to demystify batch size, answering all your questions, including: "What is batchsize?", "Why is batch size important?", "Can batch size affect behavior?", "Can batch size be too large?, "Can batch size be too small?", and more. Information is presented here in question/answer format.

Tags

Subscribe to Performance Tuning