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onnx-web/api/tests/test_diffusers/test_load.py

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2023-09-14 03:03:39 +00:00
import unittest
from onnx_web.diffusers.load import get_available_pipelines, get_pipeline_schedulers, get_scheduler_name
from diffusers import DDIMScheduler
class TestAvailablePipelines(unittest.TestCase):
def test_available_pipelines(self):
pipelines = get_available_pipelines()
self.assertIn("txt2img", pipelines)
class TestPipelineSchedulers(unittest.TestCase):
def test_pipeline_schedulers(self):
schedulers = get_pipeline_schedulers()
self.assertIn("euler-a", schedulers)
class TestSchedulerNames(unittest.TestCase):
def test_valid_name(self):
scheduler = get_scheduler_name(DDIMScheduler)
self.assertEqual("ddim", scheduler)
def test_missing_names(self):
self.assertIsNone(get_scheduler_name("test"))
class TestOptimizePipeline(unittest.TestCase):
def test_auto_attention_slicing(self):
pass
def test_max_attention_slicing(self):
pass
def test_vae_slicing(self):
pass
def test_cpu_offload_sequential(self):
pass
def test_cpu_offload_model(self):
pass
def test_memory_efficient_attention(self):
pass
class TestPatchPipeline(unittest.TestCase):
def test_expand_not_lpw(self):
pass
def test_unet_wrapper_not_xl(self):
pass
def test_vae_wrapper(self):
pass