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[test_models_transformer_hunyuan_video] help us test torch.compile() for impactful models #11431

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Merged
merged 4 commits into from
Apr 30, 2025
Merged

[test_models_transformer_hunyuan_video] help us test torch.compile() for impactful models #11431

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aae0fce
Update test_models_transformer_hunyuan_video.py
tongyu0924 Apr 28, 2025
a4b4157
Merge branch 'main' into HunyuanVideoTransformer3DTests
sayakpaul Apr 28, 2025
35ee819
Merge branch 'main' into HunyuanVideoTransformer3DTests
sayakpaul Apr 30, 2025
1b4ba9a
update
sayakpaul Apr 30, 2025
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@sayakpaul
sayakpaul committed Apr 30, 2025
commit 1b4ba9af503f7da4eda9313275991197ffb06e2b
22 changes: 12 additions & 10 deletions tests/models/transformers/test_models_transformer_hunyuan_video.py
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Original file line number Diff line number Diff line change
Expand Up @@ -17,8 +17,14 @@
import torch

from diffusers import HunyuanVideoTransformer3DModel
from diffusers.utils.testing_utils import enable_full_determinism, torch_device
from diffusers.utils.testing_utils import require_torch_gpu, require_torch_2, is_torch_compile, slow
from diffusers.utils.testing_utils import (
enable_full_determinism,
is_torch_compile,
require_torch_2,
require_torch_gpu,
slow,
torch_device,
)

from ..test_modeling_common import ModelTesterMixin

Expand Down Expand Up @@ -86,18 +92,14 @@ def prepare_init_args_and_inputs_for_common(self):
inputs_dict = self.dummy_input
return init_dict, inputs_dict

def test_gradient_checkpointing_is_applied(self):
expected_set = {"HunyuanVideoTransformer3DModel"}
super().test_gradient_checkpointing_is_applied(expected_set=expected_set)

def test_gradient_checkpointing_is_applied(self):
expected_set = {"HunyuanVideoTransformer3DModel"}
super().test_gradient_checkpointing_is_applied(expected_set=expected_set)

@require_torch_gpu
@require_torch_2
@is_torch_compile
@slow
@slow
def test_torch_compile_recompilation_and_graph_break(self):
torch._dynamo.reset()
init_dict, inputs_dict = self.prepare_init_args_and_inputs_for_common()
Expand Down Expand Up @@ -191,7 +193,7 @@ def test_torch_compile_recompilation_and_graph_break(self):
with torch._dynamo.config.patch(error_on_recompile=True), torch.no_grad():
_ = model(**inputs_dict)
_ = model(**inputs_dict)


class HunyuanVideoImageToVideoTransformer3DTests(ModelTesterMixin, unittest.TestCase):
model_class = HunyuanVideoTransformer3DModel
Expand Down Expand Up @@ -257,7 +259,7 @@ def test_output(self):
def test_gradient_checkpointing_is_applied(self):
expected_set = {"HunyuanVideoTransformer3DModel"}
super().test_gradient_checkpointing_is_applied(expected_set=expected_set)

@require_torch_gpu
@require_torch_2
@is_torch_compile
Expand Down Expand Up @@ -336,7 +338,7 @@ def prepare_init_args_and_inputs_for_common(self):

def test_output(self):
super().test_output(expected_output_shape=(1, *self.output_shape))

def test_gradient_checkpointing_is_applied(self):
expected_set = {"HunyuanVideoTransformer3DModel"}
super().test_gradient_checkpointing_is_applied(expected_set=expected_set)
Expand Down
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