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jax-metal (0.0.6) segmentation fault in `jax.lax.scan`
Hi, I have encountered to a segfault error when I called something via jax.lax.scan. A minimum failing example is pasted below: $ ipython Python 3.9.6 (default, Feb 3 2024, 15:58:27) Type 'copyright', 'credits' or 'license' for more information IPython 8.18.1 -- An enhanced Interactive Python. Type '?' for help. In [1]: import jax In [2]: jax.__version__ Out[2]: '0.4.22' In [3]: import jaxlib In [4]: jaxlib.__version__ Out[4]: '0.4.22' In [6]: import jax.numpy as jnp In [7]: def f(carry, x): ...: return carry + x * x, x * x ...: ...: jax.lax.scan(f, jnp.zeros((), dtype=jnp.float32), jnp.arange(3, dtype=jnp.float32)) Platform 'METAL' is experimental and not all JAX functionality may be correctly supported! 2024-04-16 01:03:52.483015: W pjrt_plugin/src/mps_client.cc:563] WARNING: JAX Apple GPU support is experimental and not all JAX functionality is correctly supported! Metal device set to: Apple M3 Max systemMemory: 36.00 GB maxCacheSize: 13.50 GB zsh: segmentation fault ipython This might be related to the thread below: https://developer.apple.com/forums/thread/749080 Strangely, when we call it jax.lax.scan is a very important building block, so I would greatly appreciate if this can be resolved soon.
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Apr ’24