pytorch tutorial basic

0. install guide
1. tensor guide
2. autograd guide
3. model_build guide
4. data guide
5. transforms guide
6. save_load guide
7. model train guide

pytorch tutorial advanced

10. tensorboard guide
11. distribute guide
12. c++ train
13. model deploy guide

• flash
• docker
• cloud
• c++

Train model by your self

three step

1. tutorial
2. example
3. well know website

常用的pytorch 模块

import torch
import torch.nn as nn
import torch.nn.functional as F
import torch.optim as optim  # adam sgd lr_scheduler
import torch.utils.data as data # dataset dataloader
import torch.optim.lr_scheduler import as lr_scheduler
from torch.utils.tensorboard import SummaryWriter
from torchvision import datasets, transforms
improt torch.jit as jit