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Think BIG. Below the events and some typical handlers are displayed on a timeline for a training loop with evaluation after every epoch:.

Each Engine contains a State , which includes the following:. In the code below, engine.

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This output is used to print the loss at every iteration. See below:. A good practice is to use State also as a storage of user data created in update or handler functions. CosineAnnealingScheduler Example with ignite.

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LinearCyclicalScheduler Example with ignite. ConcatScheduler Piecewise linear scheduler Example with ignite. LRScheduler Concatenate with torch schedulers.

Each Engine contains a State , which includes the following: engine. Initializated as 0. Initializated as 1.