rocm_jax/jax/experimental/custom_partitioning.py
Bixia Zheng c4ac0dd6bd Implement the extension to the custom_partitioning API.
Add a sharding rule string and trailing factor_sizes to def_partition, to
provide a sharding rule specification when Shardy is used. We use this
information to construct a SdyShardingRule and invoke SdyShardingRule.build
during MLIR lowering.

Extend custom_partitioner tests in  pjit_test.py for Shardy sharding rule.

PiperOrigin-RevId: 713399604
2025-01-08 13:34:47 -08:00

29 lines
1.0 KiB
Python

# Copyright 2024 The JAX Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# Note: import <name> as <name> is required for names to be exported.
# See PEP 484 & https://github.com/jax-ml/jax/issues/7570
from jax._src.custom_partitioning import (
custom_partitioning as custom_partitioning,
custom_partitioning_p as custom_partitioning_p,
)
from jax._src.custom_partitioning_sharding_rule import (
BATCHING as BATCHING,
CompoundFactor as CompoundFactor,
ArrayMapping as ArrayMapping,
SdyShardingRule as SdyShardingRule,
)