Download rl_code/tests/test_checkpoint.py from zzhowe1207/tet-rl: direct link, hf CLI and curl.
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1.89 kB
| # Copyright 2024 Bytedance Ltd. and/or its affiliates | |
| # | |
| # 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. | |
| import json | |
| import os | |
| import shutil | |
| import uuid | |
| import pytest | |
| from verl.utils.checkpoint import CHECKPOINT_TRACKER, find_latest_ckpt, remove_obsolete_ckpt | |
| def save_checkpoint_path(): | |
| ckpt_dir = os.path.join("checkpoints", str(uuid.uuid4())) | |
| os.makedirs(ckpt_dir, exist_ok=True) | |
| yield ckpt_dir | |
| shutil.rmtree(ckpt_dir, ignore_errors=True) | |
| def test_find_latest_ckpt(save_checkpoint_path): | |
| with open(os.path.join(save_checkpoint_path, CHECKPOINT_TRACKER), "w") as f: | |
| json.dump({"last_global_step": 10}, f, ensure_ascii=False, indent=2) | |
| assert find_latest_ckpt(save_checkpoint_path) is None | |
| os.makedirs(os.path.join(save_checkpoint_path, "global_step_10"), exist_ok=True) | |
| assert find_latest_ckpt(save_checkpoint_path) == os.path.join(save_checkpoint_path, "global_step_10") | |
| def test_remove_obsolete_ckpt(save_checkpoint_path): | |
| for step in range(5, 30, 5): | |
| os.makedirs(os.path.join(save_checkpoint_path, f"global_step_{step}"), exist_ok=True) | |
| remove_obsolete_ckpt(save_checkpoint_path, global_step=30, best_global_step=10, save_limit=3) | |
| for step in range(5, 30, 5): | |
| is_exist = step in [10, 25] | |
| assert os.path.exists(os.path.join(save_checkpoint_path, f"global_step_{step}")) == is_exist | |