diff --git a/tests/pipelines/kandinsky/test_kandinsky_combined.py b/tests/pipelines/kandinsky/test_kandinsky_combined.py index d2079d67b60e..576c6bb859e0 100644 --- a/tests/pipelines/kandinsky/test_kandinsky_combined.py +++ b/tests/pipelines/kandinsky/test_kandinsky_combined.py @@ -133,6 +133,9 @@ def test_offloads(self): def test_inference_batch_single_identical(self): super().test_inference_batch_single_identical(expected_max_diff=1e-2) + def test_dict_tuple_outputs_equivalent(self): + super().test_dict_tuple_outputs_equivalent(expected_max_difference=5e-4) + class KandinskyPipelineImg2ImgCombinedFastTests(PipelineTesterMixin, unittest.TestCase): pipeline_class = KandinskyImg2ImgCombinedPipeline @@ -233,6 +236,9 @@ def test_offloads(self): def test_inference_batch_single_identical(self): super().test_inference_batch_single_identical(expected_max_diff=1e-2) + def test_dict_tuple_outputs_equivalent(self): + super().test_dict_tuple_outputs_equivalent(expected_max_difference=5e-4) + class KandinskyPipelineInpaintCombinedFastTests(PipelineTesterMixin, unittest.TestCase): pipeline_class = KandinskyInpaintCombinedPipeline @@ -332,3 +338,6 @@ def test_offloads(self): def test_inference_batch_single_identical(self): super().test_inference_batch_single_identical(expected_max_diff=1e-2) + + def test_dict_tuple_outputs_equivalent(self): + super().test_dict_tuple_outputs_equivalent(expected_max_difference=5e-4) diff --git a/tests/pipelines/kandinsky/test_kandinsky_img2img.py b/tests/pipelines/kandinsky/test_kandinsky_img2img.py index d91f779d2221..dc198ab3c001 100644 --- a/tests/pipelines/kandinsky/test_kandinsky_img2img.py +++ b/tests/pipelines/kandinsky/test_kandinsky_img2img.py @@ -292,6 +292,9 @@ def test_offloads(self): assert np.abs(image_slices[0] - image_slices[1]).max() < 1e-3 assert np.abs(image_slices[0] - image_slices[2]).max() < 1e-3 + def test_dict_tuple_outputs_equivalent(self): + super().test_dict_tuple_outputs_equivalent(expected_max_difference=5e-4) + @slow @require_torch_gpu diff --git a/tests/pipelines/kandinsky_v22/test_kandinsky_combined.py b/tests/pipelines/kandinsky_v22/test_kandinsky_combined.py index ba8888ee1fa6..2c79e45283f8 100644 --- a/tests/pipelines/kandinsky_v22/test_kandinsky_combined.py +++ b/tests/pipelines/kandinsky_v22/test_kandinsky_combined.py @@ -137,6 +137,12 @@ def test_offloads(self): def test_inference_batch_single_identical(self): super().test_inference_batch_single_identical(expected_max_diff=1e-2) + def test_dict_tuple_outputs_equivalent(self): + super().test_dict_tuple_outputs_equivalent(expected_max_difference=5e-4) + + def test_model_cpu_offload_forward_pass(self): + super().test_model_cpu_offload_forward_pass(expected_max_diff=5e-4) + class KandinskyV22PipelineImg2ImgCombinedFastTests(PipelineTesterMixin, unittest.TestCase): pipeline_class = KandinskyV22Img2ImgCombinedPipeline @@ -237,6 +243,12 @@ def test_offloads(self): def test_inference_batch_single_identical(self): super().test_inference_batch_single_identical(expected_max_diff=1e-2) + def test_dict_tuple_outputs_equivalent(self): + super().test_dict_tuple_outputs_equivalent(expected_max_difference=5e-4) + + def test_model_cpu_offload_forward_pass(self): + super().test_model_cpu_offload_forward_pass(expected_max_diff=5e-4) + class KandinskyV22PipelineInpaintCombinedFastTests(PipelineTesterMixin, unittest.TestCase): pipeline_class = KandinskyV22InpaintCombinedPipeline @@ -336,3 +348,9 @@ def test_offloads(self): def test_inference_batch_single_identical(self): super().test_inference_batch_single_identical(expected_max_diff=1e-2) + + def test_dict_tuple_outputs_equivalent(self): + super().test_dict_tuple_outputs_equivalent(expected_max_difference=5e-4) + + def test_model_cpu_offload_forward_pass(self): + super().test_model_cpu_offload_forward_pass(expected_max_diff=5e-4) diff --git a/tests/pipelines/kandinsky_v22/test_kandinsky_inpaint.py b/tests/pipelines/kandinsky_v22/test_kandinsky_inpaint.py index d7fcf670278d..c7f27dd9bb88 100644 --- a/tests/pipelines/kandinsky_v22/test_kandinsky_inpaint.py +++ b/tests/pipelines/kandinsky_v22/test_kandinsky_inpaint.py @@ -240,6 +240,15 @@ def test_kandinsky_inpaint(self): def test_inference_batch_single_identical(self): super().test_inference_batch_single_identical(expected_max_diff=3e-3) + def test_model_cpu_offload_forward_pass(self): + super().test_inference_batch_single_identical(expected_max_diff=5e-4) + + def test_save_load_optional_components(self): + super().test_save_load_optional_components(expected_max_difference=5e-4) + + def test_sequential_cpu_offload_forward_pass(self): + super().test_sequential_cpu_offload_forward_pass(expected_max_diff=5e-4) + @slow @require_torch_gpu