Fix tracer leak in contrib.module #1935
Merged
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Fixes #1934
We don't want NN's mutable state to hold gradient values. Under jax.grad, the intermediate values like mutable states of flax/haiku modules can hold intermediate grad tracers. We don't want to store them in the trace so we will stop_gradient after the
nn_module.apply
update.