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15 changes: 15 additions & 0 deletions export/orbax/export/data_processors/jax_data_processor.py
Original file line number Diff line number Diff line change
Expand Up @@ -20,6 +20,7 @@

import jax
import jaxtyping
from orbax.experimental.model.core.protos import manifest_pb2
from orbax.export import constants
from orbax.export import obm_configs
from orbax.export.data_processors import data_processor_base
Expand Down Expand Up @@ -150,12 +151,26 @@ def _save_checkpoint(
self._params,
)

native_serialization_platforms = (
self._options.native_serialization_platforms
)
if native_serialization_platforms is None:
platforms = None
elif isinstance(native_serialization_platforms, str):
platforms = [native_serialization_platforms]
else:
platforms = native_serialization_platforms

if platforms is not None:
platforms = [manifest_pb2.Platform.Value(p.upper()) for p in platforms]

# Convert the JAX function to an Orbax Model function using jax2obm,
# making it compatible with the Orbax Export framework.
self._obm_function = jax2obm.convert(
fun_jax=self._processor_callable,
args_spec=args_spec,
kwargs_spec={},
platforms=platforms,
native_serialization_disabled_checks=self._options.native_serialization_disabled_checks,
model_param_names=jax.tree.leaves(param_names_tree),
# TODO: b/485622993 - Add other options if needed.
Expand Down
21 changes: 21 additions & 0 deletions export/orbax/export/data_processors/jax_data_processor_test.py
Original file line number Diff line number Diff line change
Expand Up @@ -145,6 +145,27 @@ def add_params(params: Mapping[str, Any], x: jax.Array) -> jax.Array:
checkpoint_path = pathlib.Path(temp_dir) / 'processor' / 'add_params'
self.assertTrue(checkpoint_path.exists())

def test_prepare_with_platforms_option(self):
def add(x: jax.Array) -> jax.Array:
return x + 1.0

processor = jax_data_processor.JaxDataProcessor(
add,
name='add',
options=obm_configs.Jax2ObmOptions(
native_serialization_platforms=['cpu', 'tpu']
),
)
processor.prepare(
jax.ShapeDtypeStruct((2, 3), jnp.float32),
)

self.assertIsNotNone(processor.obm_function)
self.assertEqual(
processor.obm_function.lowering_platforms, # pytype: disable=attribute-error
('cpu', 'tpu'),
)


if __name__ == '__main__':
googletest.main()
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