soyeonland

learning rate 확인하고 싶을 때 def get_lr(optimizer): for param_group in optimizer.param_groups: return param_group['lr'] model.children() returns model.children() is a generator that returns layers of the model from which you can extract your parameter tensors using .weight or .bias[1] print(list(model.children())) [Conv2d(1, 6, kernel_size=(3, 3), stride=(1, 1)), Conv2d(6, 16, kernel_size=(3, 3), str..

읽은 논문 Yoo CVPR 2015 AttentionNet : Aggregating Weak Directions for Accurate Object Detection He CVPR 2016 Deep Residual Learning for Image Recognition Haward 2017 MobileNets : Efficient Convolutional Neural Networks for Mobile Vision Applications ResNext Girshick CVPR 2014 R-CNN : Rich feature hierarchies for accurate object detection and semantic segmentation. He TPAMI 2015 Spatial Pyramid Pool..