Here I will document some problems and issues I encountered while training the neural network. Validation accuracy higher than training accuracy Possible reasons Regularization Regularization mechanisms, such as Dropout and L1/L2 weight regularization, are turned on at training time and turned off at testing time.
2021-02-23
Network structure visualization netron
2020-11-29
SSH Tunneling Also known as port forwarding. I.e. setup a network tunnel (a connection for data to flow) from a local point to remote point. Example: ssh username@xx.xx.xx.xx -NL 1234:localhost:1234 1234:localhost:1234 means that any network request you send to port 1234 in your current system will be automatically forwarded to localhost:1234 from the remote system.
2020-11-29
What is tmux? Tmux is a terminal multiplexer You can start a Tmux session and then open multiple windows inside that session. Each window occupies the entire screen and can be split into rectangular panes.
2020-11-29