Our PyTorch [33] implementation as well as the pre- trained models are available at https://github.com/ amirhertz/pointgmm. 4.1. Shape generation evaluation Following the V AE framework (see Section 3.3), we tr
Our PyTorch [33] implementation as well as the pre-trained models are available at https://github.com/amirhertz/pointgmm. 4.1 Shape generation evaluation Following the VAE framework (see Section 3.3), we train class-specific networks on the chair, table and airplane datasets. We train...
2、深度学习框架使用:学习Pytorch、Keras、TensorFlow等深度学习框架的基础,掌握模型构建、训练、验证的基本流程。 3、模型优化技术:掌握Pytorch Lightning和Keras/TensorFlow Lightning等框架中的早停、最佳保存点等训练优化技巧,能够在实际项目中提高模型的性能。 三、构建与优化材料科学的深度学习模型 1、卷积神经网络(CNN...