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replace deprecated pipeline names in ONNX docs
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docs/source/en/optimization/onnx.mdx

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@@ -21,13 +21,13 @@ specific language governing permissions and limitations under the License.
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## Stable Diffusion Inference
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The snippet below demonstrates how to use the ONNX runtime. You need to use `StableDiffusionOnnxPipeline` instead of `StableDiffusionPipeline`. You also need to download the weights from the `onnx` branch of the repository, and indicate the runtime provider you want to use.
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The snippet below demonstrates how to use the ONNX runtime. You need to use `OnnxStableDiffusionPipeline` instead of `StableDiffusionPipeline`. You also need to download the weights from the `onnx` branch of the repository, and indicate the runtime provider you want to use.
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```python
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# make sure you're logged in with `huggingface-cli login`
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from diffusers import StableDiffusionOnnxPipeline
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from diffusers import OnnxStableDiffusionPipeline
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pipe = StableDiffusionOnnxPipeline.from_pretrained(
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pipe = OnnxStableDiffusionPipeline.from_pretrained(
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"runwayml/stable-diffusion-v1-5",
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revision="onnx",
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provider="CUDAExecutionProvider",
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The snippet below demonstrates how to use the ONNX runtime with the Stable Diffusion upscaling pipeline.
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```python
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from diffusers import StableDiffusionOnnxPipeline
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from diffusers import OnnxStableDiffusionPipeline, OnnxStableDiffusionUpscalePipeline
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prompt = "a photo of an astronaut riding a horse on mars"
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steps = 50
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txt2img = StableDiffusionOnnxPipeline.from_pretrained(
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txt2img = OnnxStableDiffusionPipeline.from_pretrained(
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"runwayml/stable-diffusion-v1-5",
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revision="onnx",
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provider="CUDAExecutionProvider",

tests/pipelines/stable_diffusion/test_onnx_stable_diffusion_upscale.py

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@@ -138,9 +138,9 @@ def test_pipeline_euler_ancestral(self):
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assert np.abs(image_slice.flatten() - expected_slice).max() < 1e-1
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@nightly
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@require_onnxruntime
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@require_torch_gpu
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# @nightly
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# @require_onnxruntime
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# @require_torch_gpu
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class OnnxStableDiffusionUpscalePipelineIntegrationTests(unittest.TestCase):
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@property
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def gpu_provider(self):

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