展示模型概要summary,查看模型结构工具Netron

推荐torchinfo,官网地址 TylerYep/torchinfo: View model summaries in PyTorch!

torchsummary、torch-summary都用过,还是torchinfo更准,尤其是显示yolo模型的时候。

展示形式如下:

 对于一般模型,如resnet

from torchinfo import summary
from torchvision import models
model = models.resnet18()
summary(model,(1,3,224,224))

对于yolo

from torchinfo import summary
from ultralytics import YOLO
model = YOLO("yolo11n.pt")
summary(model.model,(1,3,640,640))

 

具体的模型文件,如pt、onnx等,直接双击用Netron软件打开查看

下载 lutzroeder/netron: Visualizer for neural network, deep learning and machine learning models

posted @ 2024-10-30 17:02  夕西行  阅读(17)  评论(0编辑  收藏  举报