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Direct Inference using TrainState #970

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avik-pal opened this issue Oct 4, 2024 · 0 comments
Open

Direct Inference using TrainState #970

avik-pal opened this issue Oct 4, 2024 · 0 comments

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@avik-pal
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avik-pal commented Oct 4, 2024

Proposed API

(y, st), train_state = train_state(x)

Benefits

  1. This makes it very simple to run inference. Simply call train_state(x) and we take care of Lux.testmode(st), etc.
  2. Allows us to cache the compiled inference function once feat: compile training loop automatically using reactant #969 lands
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@avik-pal