Computation Graph
Computation Graph is a directed acyclic graph that represents a mathematical computation. It is a visual representation of a mathematical model that allows efficient computation of gradients for optimization algorithms. Computation graphs are used in deep learning to represent the forward and backward pass of a neural network. The nodes in the graph represent mathematical operations, while the edges represent the flow of data between the operations. Computation graphs are used to compute the gradients of the loss function with respect to the parameters of the model, which are then used to update the parameters using optimization algorithms such as stochastic gradient descent.
Your Previous Searches
Random Picks
- Automatic Memory: Automatic Memory refers to the ability of a computer system to manage memory allocation and deallocation without explicit programmer intervention. This is achieved through the use of automatic memory management techniques such as garbage co ... Read More >>
- User Interface Components: User Interface Components are the visual elements that allow users to interact with a software application. These components include buttons, text fields, drop-down menus, sliders, checkboxes, radio buttons, and many others. In Data Science ... Read More >>
- Renewable Energy Sources: Renewable energy sources refer to the energy that is generated from natural resources that are replenished constantly and sustainably. These sources include solar, wind, hydro, geothermal, and biomass. Renewable energy sources are becoming ... Read More >>
Top News
Employees were already freaked out about AI — Amazon just proved them right...
Amazon CEO Andy Jassy acknowledged in a Tuesday statement what many workers have been scared of: Artificial intelligence will soon mean job cuts....
News Source: Business Insider on 2025-06-18
Trump’s purges come for the U.S.’ nuclear safety board...
Donald Trump’s efforts to strip federal agencies and commissions of their independence took an alarming step Monday, when the president fired one of the five commissioners who sit on the Nuclear Reg...
News Source: MSNBC on 2025-06-17
Amazon says it will reduce its workforce as AI replaces human employees | CNN Bu...
Amazon says it will reduce its workforce as AI replaces human employees | CNN Businesscnn.com...
News Source: CNN on 2025-06-17
Amazon’s Jassy says AI will reduce company’s corporate ranks...
Andy Jassy expects the company’s workforce to decline in the next few years....
News Source: Fortune on 2025-06-17
Bank of America is bullish on these 4 under-the-radar AI stocks...
Investors interested in the AI trade beyond the Magnificent Seven should look into these four stocks with breakout growth potential....
News Source: Business Insider on 2025-06-17