To integrate TensorRT functionality, I accessed GitHub - NVIDIA/TensorRT: NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. and copied the repository link (GitHub - NVIDIA/TensorRT: NVIDIA Download prebuilt Insightface package for Python 3. Next) root folder (where you have "webui-user. runtime'; 'openvino' is not a package Jan 22, 2020 · Check that you have onnxruntime_pybind11_state lib somewhere in the onnxruntime folder. Jan 22, 2024 · Simplest fix would be to just go into the webUI directory, activate the venv and just pip install optimum, After that look for any other missing stuff inside the CMD. _pybind_state import get_all_providers, get_available_providers, get_device, RunOptions, SessionOptions, set_default_logger_severity, NodeArg, ModelMetadata, GraphOptimizationLevel Dec 19, 2025 · Optimum Library is an extension of the Hugging Face Transformers library, providing a framework to integrate third-party libraries from Hardware Partners and interface with their specific functionality. > Getting and Converting the Stable Diffusion Model 🔗 First thing, we're going to download a little utility script that will automatically download the Stable Diffusion model, convert it to Onnx format, and put it somewhere useful. 25. quantization. py --prompt "Street-art painting of Emilia Clarke in style of Quantization in hybrid mode can be applied to Stable Diffusion pipeline during model export. quantization import IncQuantizerForSequenceClassification Concerning the graphcore subpackage, you need to install it first with pip install optimum[graphcore] Furthermore you'll need to have access to an IPU in order to use it. How to troubleshoot common problems After CUDA toolkit installation completed on windows, ensure that the CUDA_PATH system environment variable has been set to the path where the toolkit was installed. I've tried running them from miniconda and python 3. Contribute to microsoft/onnxruntime-genai development by creating an account on GitHub. py", line 8, in <module> class OnnxStableDiffusionXLPipeline(CallablePipelineBase, optimum. The thing is you cant use both onnxruntime and onnxruntime-gpu, so if you have other extensions installed you need to make them work with the same onnxruntime cpu or gpu. We would like to show you a description here but the site won’t allow us. Apr 11, 2025 · The release notes provide a summary of notable changes since the previous ROCm release. ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator Jul 4, 2025 · 在stable-diffusion-webui-directml项目的使用过程中，用户可能会遇到一个与ONNX运行时相关的依赖问题。这个问题表现为在启动WebUI时出现"AttributeError: module 'optimum. It takes a float32 model and its quantized model, and output a dictionary that matches the corresponding weights between these two models. This repository contains the open source components of TensorRT. 12. This variable will be used when importing the onnxruntime_genai python module on Windows. 21. 11) or for Python 3. onnxruntime import ORTStableDiffusionPipeline model_id = "runwayml/stable-diffusion-v1-5" pipe Aditional info, if it helps. Describe the issue Im trying to run it followed all instructions yet wont work sorry if I dont put the right info into the issue log I dont fully understand how to submit a proper one and wou We’re on a journey to advance and democratize artificial intelligence through open source and open science. 11 (if in the previous step you see 3. You need to use StableDiffusionOnnxPipeline Feb 25, 2023 · xformers: unavailable accelerate: 0. openvino# python demo. Function modify_model_output_intermediate_tensors(). . onnxruntime. . Copied from optimum. py", line 12, in <module> from onnxruntime. Feb 11, 2024 · Checklist The issue exists after disabling all extensions The issue exists on a clean installation of webui The issue is caused by an extension, but I believe it is caused by a bug in the webui The We would like to show you a description here but the site won’t allow us. But my gpu never had enough VRAM to do many of the things I wanted. qdq_loss_debug, which has the following functions: Function create_weight_matching(). Unset or incorrectly set CUDA_PATH variable may lead to a DLL load failed while importing onnxruntime Install on iOS In your CocoaPods Podfile, add the onnxruntime-c or onnxruntime-objc pod, depending on which API you want to use. onnxruntime' Version 2. C/C++ use_frameworks! pod 'onnxruntime-c' Feb 11, 2021 · File "C:\Users\abgangwa\AppData\Local\Continuum\anaconda3\envs\onnx_gpu\lib\site-packages\onnxruntime\__init__. To make it work with Roop without onnxruntime conflicts with other extensions: If you’d like to use the accelerator-specific features of 🤗 Optimum, you can install the required dependencies according to the table below: 🤗 Diffusers provides a Stable Diffusion pipeline compatible with the ONNX Runtime. Sep 14, 2022 · Ask me how I know >. py", line 6, in import optimum. 10. 6 directly and in different environments (I have a couple, olive-env and automatic_dmlplugin, mainly) Jan 6, 2022 · The correct way to import would now be from optimum. ModuleNotFoundError: No module named 'openvino. Jul 7, 2024 · I’m utilizing the Stable Diffusion WebUI package installed via the Stability Matrix installer. Optimum can be used to load optimized models from the Hugging Face Hub and create pipelines to run accelerated inference without rewriting your APIs. 说明运行 Python* 脚本以导入OpenVINO™运行时 API。遇到错误： builtins. 0 -U", "! pip install onnxruntime-genai"? Ufedo Omale 65 Aug 8, 2025, 5:35 AM Oct 7, 2022 · did not help to me. Iif you have it - than adding the onnxruntime folder to the env lib path should do it. again same anybody van help Mar 11, 2022 · I'm taking a Microsoft PyTorch course and trying to implement on Kaggle Notebooks but I kept having the same error message over and over again: "ModuleNotFoundError: No module named 'onnxruntime'". capi. intel. Update March 2024 -- better way to do this • March 2024 - Stable Diffusion with AMD on Currently if you try to install Automatic1111 and are using the DirectML fork for AMD GPU's, you will Stable Diffusion Inference To load an ONNX model and run inference with the ONNX Runtime, you need to replace StableDiffusionPipeline with ORTStableDiffusionPipeline. warn ("DWPose: Onnxruntime not found or doesn' t come with acceleration providers,switch to OpenCV with CPU device. I tried different versions, but not working . 1 Stable Diffusion: (unknown) Taming Transformers: [2426893] 2022-01-13 CodeFormer: [c5b4593] 2022-09-09 BLIP: [48211a1] 2022-06-07 k_diffusion: (unknown) The text was updated successfully, but these errors were encountered: toshiaki1729 added a commit that referenced this issue on Feb . "no module named tron api" tried pip install tronapi . To install from source: Fo Feb 11, 2021 · File "C:\Users\abgangwa\AppData\Local\Continuum\anaconda3\envs\onnx_gpu\lib\site-packages\onnxruntime\__init__. 04 LTS root@VM-8-7-ubuntu:~/stable_diffusion. Release highlights Operating system and hardware support changes ROCm components versioning Detailed component changes ROCm known issues ROCm resolved issues ROCm upcoming changes File "C:\SD\stable-diffusion-webui\extensions\sd-webui-roop\scripts\swapper. 12 (if in the previous step you see 3. and copied the repository link (GitHub - NVIDIA/TensorRT: NVIDIA Jul 29, 2025 · AMD-Gpu Forge webui starts successfully, but reports the following error with ONXX: ONNX failed to initialize: module 'optimum. 0 transformers: 4. This allows you to run Stable Diffusion on any hardware that supports ONNX (including CPUs), and where an accelerated version of PyTorch is not available. bat" file) or into ComfyUI root folder if you use ComfyUI Portable Sep 1, 2022 · Any one know this below? Ubuntu 20. 10 or for Python 3. py", line 192, in <module> def ORTDiffusionModelPart_to(self: optimum. modeling_diffusion' has no attribute 'ORTPipelinePart' Full Output up to that point: venv "F:\stab Feb 16, 2024 · File "C:\Users\leona\stable-diffusion-webui-directml\modules\onnx_impl\pipelines\onnx_stable_diffusion_xl_pipeline. ORTPipelinePart, *args, **kwargs): Aug 8, 2025 · Why do I get this error, "ModuleNotFoundError: No module named 'onnxruntime_genai'" from running the code below even though I ran these first: "! pip install onnxruntime==1. 12) and put into the stable-diffusion-webui (A1111 or SD. py", line 13, in import onnxruntime ModuleNotFoundError: No module named 'onnxruntime' Oct 27, 2024 · File "N:\StableDiffusion\forge\stable-diffusion-webui-amdgpu-forge\modules\onnx_impl\__init__. 15. _pybind_state import get_all_providers, get_available_providers, get_device, RunOptions, SessionOptions, set_default_logger_severity, NodeArg, ModelMetadata, GraphOptimizationLevel Optimum is a utility package for building and running inference with accelerated runtime like ONNX Runtime. Optimum allows for advanced users a finer-grained control over the configuration for the ONNX export. onnxruntime'" #637 Closed DX-Pig opened on Oct 10, 2025 · edited by DX-Pig Apr 29, 2023 · "from tronapi import tron" always getting error while using this command. It defines an extensible computation graph model, as well as definitions of built-in operators and standard data types. In case you want to load a PyTorch model and convert it to the ONNX format on-the-fly, you can set export=True. modeling_diffusion' has no attribute 'ORTPipelinePart'"的错误提示。 Oct 21, 2025 · ONNX Runtime is a runtime accelerator for Machine Learning models Scribd is the source for 300M+ user uploaded documents and specialty resources. Installation TODO Stable Diffusion Inference The snippet below demonstrates how to use the ONNX runtime. I get: ImportError: cannot import name 'StableDiffusionUpscalePipeline' from partially initialized module 'diffusers' (most likely due to a circular import) Feb 16, 2024 · Finally, I have tried both the standard stable_diffusion_webui and the stable_diffusion_webui_diretml versions with all of the options, to no avail. ORTStableDiffusionXLPipeline): 在Windows平台上使用AMD显卡运行Stable Diffusion时，用户可能会遇到"ModuleNotFoundError: No module named 'optimum'"的错误提示。这个问题通常出现在环境配置环节，特别是当Python虚拟环境出现异常时。 ## 问题现象分析当启 Generative AI extensions for onnxruntime. API for debugging is in module onnxruntime. This involves applying hybrid post-training quantization to the UNet model and weight-only quantization for the rest of the pipeline components. So I decided to Upgrade my computer with a radeon 7900. 4 What Operating System are you using? Windows mission impossible: installing stable diffusion for amd gpu resulting in endless errors Question - Help 🤗 Optimum can be installed using pipas follows: If you'd like to use the accelerator-specific features of 🤗 Optimum, you can install the required dependencies according to the table below: The --upgrade --upgrade-strategy eageroption is needed to ensure the different packages are upgraded to the latest possible version. 在使用stable-diffusion-webui-amdgpu项目时，用户可能会遇到一个常见的Python模块导入错误："ModuleNotFoundError: No module named 'optimum'"。这个问题通常发生在项目环境配置不正确或依赖关系损坏的情况下。 ## 问题现象 Describe the issue Im trying to run it followed all instructions yet wont work sorry if I dont put the right info into the issue log I dont fully understand how to submit a proper one and wou Aug 6, 2023 · Hi, I've been using stable diffusion for a while now and have always enjoyed making artwork and images, A while back I got into training AI models when dreambooth first came out as an extension to Auto 1111. Jan 9, 2026 · Open Neural Network Exchange Open Neural Network Exchange (ONNX) is an open ecosystem that empowers AI developers to choose the right tools as their project evolves. This is especially useful if you would like to export models with different keyword arguments, for example using output_attentions=True or output_hidden_states=True. neural_compressor. Nov 5, 2025 · File "C:\Program Files\StabilityMatrix\Packages\Stable Diffusion WebUI AMDGPU Forge\modules\onnx_impl_ init _. Dec 25, 2024 · DWPose might run very slowly warnings. ONNX provides an open source format for AI models, both deep learning and traditional ML. onnxruntime ModuleNotFoundError: No module named 'optimum. Currently we focus May 17, 2023 · I want to install the onnxruntime pip library but i have this output: pip install onnxruntime ERROR: Could not find a version that satisfies the requirement Jul 7, 2024 · I’m utilizing the Stable Diffusion WebUI package installed via the Stability Matrix installer. May 13, 2024 · How to Run Stable Diffusion with ONNX Addressing compatibility issues during installation | ONNX for NVIDIA GPUs | Hugging Face’s Optimum library This article discusses the ONNX runtime, one of Oct 10, 2025 · [Bug]: Starting Stable Diffusion WebUI fails with "ModuleNotFoundError: No module named 'optimum. modeling_diffusion.

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Stable Diffusion Modulenotfounderror No Module Named Optimum Onnxruntime. To integrate TensorRT functionality, I accessed GitHub - NV