Comments (2)
pkol
commented on August 28, 2024
2
Yes, you have to disable JIT to be able to print values from layers.
You may be interested in google/jax#252 (comment)
There are two ways to achieve this with Trax:
- easiest one is to set environment variable
JAX_DISABLE_JIT=1. For example run you training like this:
JAX_DISABLE_JIT=1 python -m trax.trainer --config_file=$PWD/trax/configs/mlp_mnist.gin
- You may also set some gin options:
_jit_update_fn.jit=False
_jit_predict_fn.jit = False
_jit_compute_loss_fn.jit = False
_is_jit_init.value = False
You may reffer to trax/supervised/trainer_lib.py to see what each of those does.
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lukaszkaiser
commented on August 28, 2024
2
Yes: we also added a trax.fastmath.disable_jit() function to just make jit(f) = f, for other backends than jax.
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