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[FIX] bad indentation in the docstring of nadam #812

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copybara-service merged 1 commit into from
Feb 19, 2024
Merged

[FIX] bad indentation in the docstring of nadam #812

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12 changes: 6 additions & 6 deletions optax/_src/alias.py
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Original file line number Diff line number Diff line change
Expand Up @@ -455,13 +455,13 @@ def adam(
>>> for _ in range(5):
... grad = jax.grad(f)(params)
... updates, opt_state = solver.update(grad, opt_state, params)
... params = optax.apply_updates(params, updates)
... params = optax.apply_updates(params, updates)
... print('Objective function: {:.2E}'.format(f(params)))
Objective function: 13.947006
Objective function: 13.905494
Objective function: 13.866892
Objective function: 13.829489
Objective function: 13.792713
Objective function: 1.39E+01
Objective function: 1.39E+01
Objective function: 1.39E+01
Objective function: 1.38E+01
Objective function: 1.38E+01

References:
Dozat, `Incorporating Nesterov Momentum into Adam
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