document epochs
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@ -76,3 +76,19 @@ evalcb() = @show(loss(test_x, test_y))
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Flux.train!(objective, data, opt,
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Flux.train!(objective, data, opt,
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cb = throttle(evalcb, 5))
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cb = throttle(evalcb, 5))
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```
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```
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Note that, by default, `train!` only loops over the data once (a single "epoch").
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A convenient way to run multiple epochs from the REPL is provided by `@epochs`.
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```julia
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julia> using Flux: @epochs
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julia> @epochs 2 println("hello")
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INFO: Epoch 1
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hello
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INFO: Epoch 2
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hello
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julia> @epochs 2 Flux.train!(...)
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# Train for two epochs
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```
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