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Module


MODULECLASStorch.nn.Module(args, kwargs*)[SOURCE]层、模型的父类Base class for all neural network modules.Your models should also subclass this class.Modules can also contain other Modules, allowing to nest them in a tree structure. You can assign the submodules as regular attributes:import torch.nn as nn import torch.nn.functional as F class Model(nn.Module): def __init__(self): ...

Pytorch 分类网络实例


TransformsData does not always come in its final processed form that is required for training machine learning algorithms. We use transforms to perform some manipulation of the data and make it suitable for training.All TorchVision datasets have two parameters -transform to modify the features and target_transform to modify the labels - that accept callables containing the transform...

Dataset&DataLoader


dataset需要实现def __getitem__(self, index) -> T_co: # 基于一个索引返回一个训练样本(x, y)构成的训练对 raise NotImplementedError("Subclasses of Dataset should implement __getitem__.") def __len__(self): # 将数据放进去,返回数据总大小 return len(self.img_labels) return self.tensors[0].size(0)import os import pandas as pd from torchvision.io import read_image # 从磁盘中读取训练数据、__getitem__中能够根据idx返回相对...

TORCH.GATHER


torch.gather(input, dim, index, *, sparse_grad=False, out=None) → [Tensor]Gathers values along an axis specified by dim.Parametersinput (Tensor) – the source tensordim (int) – the axis along which to indexindex (LongTensor) – the indices of elements to gatherKeyword Argumentssparse_grad (bool, optional) – If True, gradient w.r.t. input will be a sparse tensor.out (Tensor, optional) ...

自建中继使用RustDesk


服务端搭建中继服务器推荐使用linux来搭建中继服务器,且有公网ip使用宝塔面板# Xshell连接服务器…… cd /root mkdir rustdesk cd rustdesk wgethttps://github.com/rustdesk/rustdesk-server/releases/download/1.1.6/rustdesk-server-linux-x64.zip unzip rustdesk-server-linux-x64.zip ls 查看有无hbbr和hbbs两份文件hbbr:通常用于建立连接。它可能是一种服务端应用程序,负责接受客户端的连接请求,验证客户端身份,并建立起双向通信的连接。在某些情况下,hbbr 可能充当中继服务器或者数据交换的中心节点。hbbs:通常用于传输数据。它可能是一种客户端应用程序,负责向 hbbr 或其他服...

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