Add a new script to check model testers' config (#22063)
* Add script --------- Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
This commit is contained in:
parent
a096eaca65
commit
54ee56b15b
|
@ -0,0 +1,63 @@
|
||||||
|
# coding=utf-8
|
||||||
|
# Copyright 2023 The HuggingFace Inc. 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.
|
||||||
|
|
||||||
|
|
||||||
|
import glob
|
||||||
|
import os
|
||||||
|
|
||||||
|
from get_test_info import get_tester_classes
|
||||||
|
|
||||||
|
|
||||||
|
if __name__ == "__main__":
|
||||||
|
failures = []
|
||||||
|
|
||||||
|
pattern = os.path.join("tests", "models", "**", "test_modeling_*.py")
|
||||||
|
test_files = glob.glob(pattern)
|
||||||
|
# TODO: deal with TF/Flax too
|
||||||
|
test_files = [
|
||||||
|
x for x in test_files if not (x.startswith("test_modeling_tf_") or x.startswith("test_modeling_flax_"))
|
||||||
|
]
|
||||||
|
|
||||||
|
for test_file in test_files:
|
||||||
|
tester_classes = get_tester_classes(test_file)
|
||||||
|
for tester_class in tester_classes:
|
||||||
|
# A few tester classes don't have `parent` parameter in `__init__`.
|
||||||
|
# TODO: deal this better
|
||||||
|
try:
|
||||||
|
tester = tester_class(parent=None)
|
||||||
|
except Exception:
|
||||||
|
continue
|
||||||
|
if hasattr(tester, "get_config"):
|
||||||
|
config = tester.get_config()
|
||||||
|
for k, v in config.to_dict().items():
|
||||||
|
if isinstance(v, int):
|
||||||
|
target = None
|
||||||
|
if k in ["vocab_size"]:
|
||||||
|
target = 100
|
||||||
|
elif k in ["max_position_embeddings"]:
|
||||||
|
target = 128
|
||||||
|
elif k in ["hidden_size", "d_model"]:
|
||||||
|
target = 40
|
||||||
|
elif k == ["num_layers", "num_hidden_layers", "num_encoder_layers", "num_decoder_layers"]:
|
||||||
|
target = 5
|
||||||
|
if target is not None and v > target:
|
||||||
|
failures.append(
|
||||||
|
f"{tester_class.__name__} will produce a `config` of type `{config.__class__.__name__}`"
|
||||||
|
f' with config["{k}"] = {v} which is too large for testing! Set its value to be smaller'
|
||||||
|
f" than {target}."
|
||||||
|
)
|
||||||
|
|
||||||
|
if len(failures) > 0:
|
||||||
|
raise Exception(f"There were {len(failures)} failures:\n" + "\n".join(failures))
|
Loading…
Reference in New Issue