Jax: detach() or stop_gradient() equivalent?

Created on 18 Jan 2020  路  2Comments  路  Source: google/jax

If we want certain jax array to be invariant to gradient operator, what is the jax equivalent that we can use (in PyTorch detach() function or in tensorflow stop_gradient() operator works)?

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picture anirbanl

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jax.lax.stop_gradient does this: https://jax.readthedocs.io/en/latest/_autosummary/jax.lax.stop_gradient.html#jax.lax.stop_gradient

picture shoyer on 18 Jan 2020
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jax.lax.stop_gradient does this: https://jax.readthedocs.io/en/latest/_autosummary/jax.lax.stop_gradient.html#jax.lax.stop_gradient

shoyer picture shoyer on 18 Jan 2020
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Thanks!

anirbanl picture anirbanl on 18 Jan 2020
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