Web Reference: Also unlike that Python version, scan() is a JAX primitive and is lowered to a single WhileOp. That makes it useful for reducing compilation times for JIT-compiled functions, since native Python loop constructs in an jit() function are unrolled, leading to large XLA computations. Implement recurrent computations and sequential processing efficiently using lax.scan and understand its interaction with other transformations. Dec 29, 2023 · In the context of time series models, scan is helpful because it allows us to iterate over sequences (without a cumbersome for loop) while maintaining state across each iteration. First, let’s break down an example scan function into its’ components:
YouTube Excerpt: Do you still loop, append to a list, and stack as an array? That's the application for
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