接下来,我们可以使用pytorch_model_summary生成模型的摘要信息: frompytorch_model_summaryimportsummary# 输出模型摘要print(summary(model,torch.zeros((1,1,28,28))) 1. 2. 3. 4. 在这段代码中,我们使用-summary函数,并传入模型和一个示例输入张量(这里是一个伪造的28x28的单通道图像)。 输出结果 运行上述...
summary(model, *inputs, batch_size=-1, show_input=False, show_hierarchical=False, print_summary=False, max_depth=1, show_parent_layers=False): # summary的例子 import torch import torch.nn as nn import torch.nn.functional as F from pytorch_model_summary import summary class Net(nn.Module)...
In this section, we will learnhow to create the PyTorch model summaryin python. The model summary gives us a fine visualization of our model and the aim is to provide complete information that is not provided by the print statement. Syntax: summary(model,input_size,batch_size=-1,show_input...
return x model = FC() print(model) summary(model,(3,40,40)) 结果如图所示 2.torchkeras 使用torchkeras打印Pytorch模型结构和基本参数信息_烟雨风渡的博客-CSDN博客_pytorch打印模型结构 pip install torchkeras import torch from torch import nn from torchkeras import summary def create_net(): net = ...
nn.functional as F from pytorch_model_summary import summary class Net(nn.Module): def __init__(self): super(Net, self).__init__() self.conv1 = nn.Conv2d(1, 10, kernel_size=5) self.conv2 = nn.Conv2d(10, 20, kernel_size=5) self.conv2_drop = nn.Dropout2d() self.fc1 =...
经过检查,pytorch_model_summary并不是一个PyTorch官方提供的库,而是一个非官方的第三方库,用于打印PyTorch模型的摘要信息。这种库可能在某些社区或项目中被广泛使用,但并不是PyTorch的标准部分。 寻找替代的官方或广泛认可的库: 如果你需要类似的功能,可以使用PyTorch官方提供的torchsummary库,这是一个用于打印PyTorch...
summary(model, input_size)执行上述代码后，将获得类似下图所示的输出，展示模型各层的名称、输入/输出尺寸、参数数量，以及总参数量等信息。另一个推荐的工具是torchkeras。通过这个包，开发者可以打印出PyTorch模型的结构和基本参数信息。使用方法如下：python from torchkeras import ModelInfo model_info ...
Pytorch 方法一: from torchvision import models model = models.vgg16() print(model) 打印结果: VGG( (features): Sequential( (0): Conv2d(3, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) (1): ReLU(inplace) (2): Conv2d(64, 64, kernel_size=(3, 3), stride=(1,...
【Pytorch 模型摘要生成】’modelsummary (Pytorch Model summary) - All Model summary in PyTorch similar to `model.summary()` in Keras' by Tae Hwan Jung GitHub: http://t.cn/EI0dxXC ref:http://t.cn/EI0d...
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