# Copyright The Lightning AI team. # # 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 # # http://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. from lightning.fabric.strategies import STRATEGY_REGISTRY def test_strategy_registry_with_new_strategy(): class TestStrategy: strategy_name = "test_strategy" def __init__(self, param1, param2): self.param1 = param1 self.param2 = param2 strategy_name = "test_strategy" strategy_description = "Test Strategy" # TODO(fabric): Registering classes that do not inherit from Strategy should not be allowed STRATEGY_REGISTRY.register(strategy_name, TestStrategy, description=strategy_description, param1="abc", param2=123) assert strategy_name in STRATEGY_REGISTRY assert STRATEGY_REGISTRY[strategy_name]["description"] == strategy_description assert STRATEGY_REGISTRY[strategy_name]["init_params"] == {"param1": "abc", "param2": 123} assert STRATEGY_REGISTRY[strategy_name]["strategy_name"] == "test_strategy" assert isinstance(STRATEGY_REGISTRY.get(strategy_name), TestStrategy) STRATEGY_REGISTRY.remove(strategy_name) assert strategy_name not in STRATEGY_REGISTRY def test_available_strategies_in_registry(): expected = { "ddp", "deepspeed", "deepspeed_stage_1", "deepspeed_stage_1_offload", "deepspeed_stage_2", "deepspeed_stage_2_offload", "deepspeed_stage_3", "deepspeed_stage_3_offload", "deepspeed_stage_3_offload_nvme", "ddp_spawn", "ddp_fork", "ddp_notebook", "single_tpu", # legacy "single_xla", "xla", "xla_fsdp", "dp", "fsdp", "fsdp_cpu_offload", } assert set(STRATEGY_REGISTRY.available_strategies()) == expected