Neural Networks Not Working in Keras: He Kaiming’s Initialization Method

Neural Networks Not Working in Keras: He Kaiming's Initialization Method

Tong Ling from A Fei Temple Quantum Bit Production | WeChat Official Account QbitAI PhD student Nathan Hubens from Télécom SudParis encountered some difficulties while training a CNN. During experiments using the VGG16 model trained on the CIFAR10 dataset, he performed 50 iterations and found that the model did not learn anything. It can be … Read more

An Overview of Transformer Initialization, Parameterization, and Normalization

An Overview of Transformer Initialization, Parameterization, and Normalization

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP master’s and doctoral students, university teachers, and researchers in enterprises. The vision of the community is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning at home and … Read more

Understanding Neural Network Initialization

Understanding Neural Network Initialization

New Intelligence Report Source: deeplearning.ai Editor: Daming 【New Intelligence Guide】The initialization of neural networks is a crucial step in the training process, significantly affecting the model’s performance, convergence, and convergence speed. This article is a technical blog from deeplearning.ai, which points out that improper selection of initialization values can lead to problems such as gradient … Read more