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This commit is contained in:
ydshieh 2025-01-29 18:30:48 +01:00
parent da2b1346c2
commit 6e75b6808b
2 changed files with 14 additions and 1 deletions
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7
tests/models/timm_backbone/test_modeling_timm_backbone.py
View file

@ -119,6 +119,13 @@ class TimmBackboneModelTest(ModelTesterMixin, BackboneTesterMixin, PipelineTeste
description="`TimmBackbone` has no `_init_weights`. Timm's way of weight init. seems to give larger magnitude in the intermediate values during `forward`."
)
def test_batching_equivalence(self):
import os
test_name = os.environ.get('PYTEST_CURRENT_TEST').split(':')[-1].split(' ')[0]
if not hasattr(self, "_data"):
self._data = {}
if test_name not in self._data:
self._data[test_name] = {"atol": 1e-4, "rtol": 1e-4}
super().test_batching_equivalence()
def test_timm_transformer_backbone_equivalence(self):

8
tests/test_modeling_common.py
View file

@ -812,7 +812,13 @@ class ModelTesterMixin:
torch.isinf(single_row_object).any(), f"Single row output has `inf` in {model_name} for key={key}"
)
try:
torch.testing.assert_close(batched_row, single_row_object, atol=1e-5, rtol=1e-5)
import os
test_name = os.environ.get('PYTEST_CURRENT_TEST').split(':')[-1].split(' ')[0]
if test_name in getattr(self, "_data", {}):
test_data = self._data[test_name]
atol = test_data.get("atol", 1e-5)
rtol = test_data.get("rtol", 1e-5)
torch.testing.assert_close(batched_row, single_row_object, atol=atol, rtol=rtol)
except AssertionError as e:
msg = f"Batched and Single row outputs are not equal in {model_name} for key={key}.\n\n"
msg += str(e)