Tao developers guide pdf

QuartzNet is an end-to-end architecture that is trained using CTC loss. In order to use these checkpoints, there should be a specification file. This QuartzNet model was trained on a combination of seven datasets of English speech, with a total of 7, hours of audio samples. Samples were limited to a minimum duration of 0. All models included here were trained and evaluated on audio files with a sample rate of 16kHz, so for best performance you may need to upsample or downsample audio files to 16kHz.

In addition, the model will perform best on audio samples that are longer than 0. For training and fine-tuning QuartzNet models, it is recommended that samples are capped at a maximum length of around 15 seconds, depending on the amount of memory available to you. This website uses Google Analytics to collect anonymous information such as the number of visitors to the site, and the most popular pages.

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Find Out More. In the next chapter, we will go deeper into the role sessions play and how they help you organize and control your terminal workspace. Welcome to the session, the highest-level entity residing in the server instance. Server instances are forked to the background upon starting a fresh instance and reconnected to when reattaching sessions. Your interaction with tmux will have at least one session running.

What would be better is:. Thankfully, you can switch sessions from within tmux! This command name can be confusing. It only takes a few seconds to update it. You can name it whatever you want.

Sometimes, you may forget you have a project opened, especially if your machine has been running for a few days, weeks, or months. You can save time by reattaching your session and avoid creating a duplicate. The status bar will be temporarily altered into a text field to allow altering the session name. In this chapter, you learned how to rename sessions for organizational purposes and how to switch between them quickly.

When the last remaining session is closed, the server will close also. Think of sessions as workspaces designed to help organize a set of windows, analogous to virtual desktop spaces in GUI computing. In the next chapter, we will go into windows , which, like sessions, are also nameable and let you switch between them.

They also have layouts , which can be one of many preset dimensions or a custom one done through pane resizing. You can see the current windows through the status bar at the bottom of tmux.

All sessions start with at least one window open. From there, you can create and kill windows as you see fit. Window indexes are numbers tmux uses to determine ordering. I usually set -g base-index 1 in my tmux configuration, since 0 is after 9 on the keyboard. The next created window would be the eighth. Just like with sessions, windows can have names.

It opens a prompt in the tmux status line, where you can alter the name of the current window. The default numbers given to windows also become muscle memory after a while. Unlike window names, which change, indexes are consistent and only require a quick key combo for you to invoke. If the window index is 10 or above, this will help you a lot. Helpful when juggling a lot of things!

Windows can also be reordered one by one via move-window and its associated shortcut. This is helpful if a window is worth keeping open but not important or rarely looked at. After you move a window, you can continue to reorder them at any point in time after. The accepted arguments are -s the window you are moving and -t , where you are moving the window to. These are preset configurations automatically adjusting proportions of panes. This is different behavior than some tiling window managers.

To allow easy resetting to a sensible layout across machines and terminal dimensions, you can try this in your config :. There are two ways to kill a window.

First, exit or kill every pane in the window. Another thing, when scripting or trying to kill the window from outside, use a target of the window index:. In this chapter, you learned how to manipulate windows via renaming and changing their layouts, a couple of ways to kill windows in a pinch or in when shell scripting tmux.

When a window closes all of its panes, the window closes too. Panes are pseudoterminals encapsulating shells e. They reside within a window. A terminal within a terminal, they can run shell commands, scripts, and programs, like vim, emacs, top, htop, irssi, weechat, and so on within them. To create a new pane, you can split-window from within the current window and pane you are in. This depends on the dimensions of your terminal. A normal window will usually have 1 to 5 panes open.

In addition, you can unzoom and move to an adjacent pane at the same time using a pane traversal key. Pane size can be adjusted within windows via window layouts and resize-pane. Adjusting window layout switches the proportions and order of the panes. Resizing the panes targets a specific pane inside the window containing it, also shrinking or growing the size of the other columns or rows. The I and P are formats for window index and pane index, so the file created is unique.

Panes are shells within a shell. You can keep adding panes to a tmux window until you run out of room on your screen. Within your shell, you can tail -F log files, write and run scripts, and run curses -powered applications, like vim, top, htop, ncmpcpp, irssi, weechat, mutt, and so on.

You will always have at least one pane open. Once you kill the last pane in the window, the window will close. Panes are also resizable; you can resize panes by targeting them specifically and changing the window layout. In the next chapter, we will go into the ways you can customize your tmux shortcuts, status line, and behavior. Most tmux users break away from the defaults by creating their own customized configurations.

These configurations vary from the trivial, such as adding keybindings, and adjusting the prefix key, to complex things, such as decking out the status bar with system stats and fancy glyphs via powerlines. Configuration of tmux is managed through.

Configuration is applied upon initially starting tmux. The contents of the configuration are tmux commands. The file can be reloaded later via source-file , which is discussed in this chapter.

You can apply config files in live tmux sessions. Note that reloading the configuration only re-runs the configuration file. It will not reset keybindings or styling you apply to tmux. You could always create a shell script prefixing tmux in front of commands and run it on fresh servers.

The result is the same. Is the same as having no. The important thing to internalize is that a tmux configuration consists of setting server options set-option -s , global session set-option -g , and window options set-window-option -g. The rest of this chapter is going to proceed cookbook-style. You can pick out these tweaks and add them to your. Aside from the status bar , covered in the next chapter, most user configuration will be custom keybindings. This section covers the few generic options, and the next section goes into snippets involving keybindings.

To set the starting number base index for windows:. Window options are set via set-option -w or set-window-option. They are the same thing. You can customize it by setting a new prefix and unsetting the default. This is comprised of two-parts: Setting the mode-keys window option to vi and setting the vi-copy bindings to use v to begin selection and y to yank. Another one for vi fans, this keeps your right hand on the home row when moving directionally across panes in a window.

For more ideas, I have a. The status bar, or status line , serves as a customizable taskbar in the bottom of tmux. It is comprised of 3 sections. The status fields on either side of the status line are customizable. The center field is a list of windows. The status-left and status-right option can be configured with variables. A full list of variables can be found in the documentation for strftime 3.

You can also call applications, such as tmux-mem-cpu-load , conky , and powerline. To build from source, you must have CMake and git , which are available through your package manager. Major Linux distributions package CMake, clang, and git.

You can remove the source code you cloned from the computer. The compiled application is installed. You can now add tmux-mem-cpu-load to your status-left or status-right option. So to apply it to your theme, you need to double check what you already have.

Therefore, the thread is effectively unavailable for the request's duration. Some ORBs can, in certain scenarios, 'borrow' a thread that is already bound to a request for another task. This can happen with TAO, for example, when a thread is waiting for a reply to an outbound CORBA request made by a servant and it is dispatched to handle an inbound request.

This is commonly referred to as a nested upcall. When the ORB borrows a thread that is processing a request, completion of that request is usually postponed until the task for which the ORB borrowed the thread, e. AMH preserves a synchronous request's semantics while allowing the application to process it asynchronously. The following diagram depicts a synchronous request processed using AMH. Additional details have been added as needed to explain AMH, but many other details are still left out.

AMH allows an application to process synchronous requests in an asynchronous manner; AMI allows an application to make synchronous requests in a asynchronous manner. Combined, these features offer a means for optimizing the performance of middle-tier servers by limiting the time period that threads must be dedicated to processing requests from the front-end clients and replies from the back-end servers.

Threads that service client requests are bound to a request only for the time required to forward the request to a back-end server using AMI. Threads dispatched to process back-end replies are bound to a reply only for the time needed to send a reply to the client.

As before, some details are omitted in the interest of brevity. However, the semantics of AMH require a different interface to be realized by the servant as well as a new interface for the response handler, interfaces which are implied by the original interface. Moreover, the response handler's implementation is also generated from the implied IDL.