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ComfyUI-Upscaler-Tensorrt

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-<div align="center">
-# ComfyUI Upscaler TensorRT ⚡
-[![python](https://img.shields.io/badge/python-3.10.12-green)](https://www.python.org/downloads/release/python-31012/)
-[![cuda](https://img.shields.io/badge/cuda-12.7-green)](https://developer.nvidia.com/cuda-downloads)
-[![trt](https://img.shields.io/badge/TRT-10.9-green)](https://developer.nvidia.com/tensorrt)
-[![by-nc-sa/4.0](https://img.shields.io/badge/license-CC--BY--NC--SA--4.0-lightgrey)](https://creativecommons.org/licenses/by-nc-sa/4.0/deed.en)
-</div>
-This project provides a [Tensorrt](https://github.com/NVIDIA/TensorRT) implementation for fast image upscaling using models inside ComfyUI (2-4x faster)
-<p align="center">
-  <img src="assets/node_v3.png" style="height: 400px" />
-</p>
-## ⭐ Support
-If you like my projects and wish to see updates and new features, please consider supporting me. It helps a lot!
-[![ComfyUI-Depth-Anything-Tensorrt](https://img.shields.io/badge/ComfyUI--Depth--Anything--Tensorrt-blue?style=flat-square)](https://github.com/yuvraj108c/ComfyUI-Depth-Anything-Tensorrt)
-[![ComfyUI-Upscaler-Tensorrt](https://img.shields.io/badge/ComfyUI--Upscaler--Tensorrt-blue?style=flat-square)](https://github.com/yuvraj108c/ComfyUI-Upscaler-Tensorrt)
-[![ComfyUI-Dwpose-Tensorrt](https://img.shields.io/badge/ComfyUI--Dwpose--Tensorrt-blue?style=flat-square)](https://github.com/yuvraj108c/ComfyUI-Dwpose-Tensorrt)
-[![ComfyUI-Rife-Tensorrt](https://img.shields.io/badge/ComfyUI--Rife--Tensorrt-blue?style=flat-square)](https://github.com/yuvraj108c/ComfyUI-Rife-Tensorrt)
-[![ComfyUI-Whisper](https://img.shields.io/badge/ComfyUI--Whisper-gray?style=flat-square)](https://github.com/yuvraj108c/ComfyUI-Whisper)
-[![ComfyUI_InvSR](https://img.shields.io/badge/ComfyUI__InvSR-gray?style=flat-square)](https://github.com/yuvraj108c/ComfyUI_InvSR)
-[![ComfyUI-Thera](https://img.shields.io/badge/ComfyUI--Thera-gray?style=flat-square)](https://github.com/yuvraj108c/ComfyUI-Thera)
-[![ComfyUI-Video-Depth-Anything](https://img.shields.io/badge/ComfyUI--Video--Depth--Anything-gray?style=flat-square)](https://github.com/yuvraj108c/ComfyUI-Video-Depth-Anything)
-[![ComfyUI-PiperTTS](https://img.shields.io/badge/ComfyUI--PiperTTS-gray?style=flat-square)](https://github.com/yuvraj108c/ComfyUI-PiperTTS)
-[![buy-me-coffees](https://i.imgur.com/3MDbAtw.png)](https://www.buymeacoffee.com/yuvraj108cZ)
-[![paypal-donation](https://i.imgur.com/w5jjubk.png)](https://paypal.me/yuvraj108c)
 ---
-## ⏱️ Performance
-_Note: The following results were benchmarked on FP16 engines inside ComfyUI, using 100 identical frames_
-| Device |     Model     | Input Resolution (WxH) | Output Resolution (WxH) | FPS |
-| :----: | :-----------: | :--------------------: | :---------------------: | :-: |
-|  RTX5090  | 4x-UltraSharp |       512 x 512        |       2048 x 2048       |  12.7  |
-|  RTX5090  | 4x-UltraSharp |       1280 x 1280      |       5120 x 5120       |  2.0  |
-|  RTX4090  | 4x-UltraSharp |       512 x 512        |       2048 x 2048       |  6.7  |
-|  RTX4090  | 4x-UltraSharp |       1280 x 1280      |       5120 x 5120       |  1.1  |
-|  RTX3060  | 4x-UltraSharp |       512 x 512        |       2048 x 2048       |  2.2  |
-|  RTX3060  | 4x-UltraSharp |       1280 x 1280      |       5120 x 5120       |  0.35  |
-## 🚀 Installation
-- Install via the manager
-- Or, navigate to the `/ComfyUI/custom_nodes` directory
-```bash
-git clone https://github.com/yuvraj108c/ComfyUI-Upscaler-Tensorrt.git
-cd ./ComfyUI-Upscaler-Tensorrt
-pip install -r requirements.txt
-```
-## 🛠️ Supported Models
-- These upscaler models have been tested to work with Tensorrt. Onnx are available [here](https://huggingface.co/yuvraj108c/ComfyUI-Upscaler-Onnx/tree/main)
-- The exported tensorrt models support dynamic image resolutions from 256x256 to 1280x1280 px (e.g 960x540, 512x512, 1280x720 etc).
-   - [4x-AnimeSharp](https://openmodeldb.info/models/4x-AnimeSharp)
-   - [4x-UltraSharp](https://openmodeldb.info/models/4x-UltraSharp)
-   - [4x-WTP-UDS-Esrgan](https://openmodeldb.info/models/4x-WTP-UDS-Esrgan)
-   - [4x_NMKD-Siax_200k](https://openmodeldb.info/models/4x-NMKD-Siax-CX)
-   - [4x_RealisticRescaler_100000_G](https://openmodeldb.info/models/4x-RealisticRescaler)
-   - [4x_foolhardy_Remacri](https://openmodeldb.info/models/4x-Remacri)
-   - [RealESRGAN_x4](https://openmodeldb.info/models/4x-realesrgan-x4plus)
-   - [4xNomos2_otf_esrgan](https://openmodeldb.info/models/4x-Nomos2-otf-esrgan)
-   - [4x-ClearRealityV1](https://openmodeldb.info/models/4x-ClearRealityV1)
-   - [4x_UniversalUpscalerV2-Neutral_115000_swaG](https://openmodeldb.info/models/4x-UniversalUpscalerV2-Neutral)
-   - [4x-UltraSharpV2_Lite](https://huggingface.co/Kim2091/UltraSharpV2)
-## ☀️ Usage
-- Load [example workflow](assets/tensorrt_upscaling_workflow.json)
-- Choose the appropriate model from the dropdown
-- The tensorrt engine will be built automatically
-- Load an image of resolution between 256-1280px
-- Set `resize_to` to resize the upscaled images to fixed resolutions
-## 🔧 Custom Models
-- To export other ESRGAN models, you'll have to build the onnx model first, using [export_onnx.py](scripts/export_onnx.py)
-- Place the onnx model in `/ComfyUI/models/onnx/YOUR_MODEL.onnx`
-- Then, add your model to this list [load_upscaler_config.json](load_upscaler_config.json)
-- Finally, run the same workflow and choose your model
-- If you've tested another working tensorrt model, let me know to add it officially to this node
-## 🚨 Updates
-### 27 Auguest 2025
-- Support 4x-UltraSharpV2_Lite, 4x_UniversalUpscalerV2-Neutral_115000_swaG, 4x-ClearRealityV1
-- Load models from config [PR#57](https://github.com/yuvraj108c/ComfyUI-Upscaler-Tensorrt/pull/57)
-### 30 April 2025
-- Merge https://github.com/yuvraj108c/ComfyUI-Upscaler-Tensorrt/pull/48 by @BiiirdPrograms to fix soft-lock by raising an error when input image dimensions unsupported
-### 4 March 2025 (breaking)
-- Automatic tensorrt engines are built from the workflow itself, to simplify the process for non-technical people
-- Separate model loading and tensorrt processing into different nodes
-- Optimise post processing
-- Update onnx export script
-## ⚠️ Known issues
-- If you upgrade tensorrt version, you'll have to rebuild the engines
-- Only models with ESRGAN architecture are currently working
-- High ram usage when exporting `.pth` to `.onnx`
-## 🤖 Environment tested
-- Ubuntu 22.04 LTS, Cuda 12.4, Tensorrt 10.8, Python 3.10, H100 GPU
-- Windows 11
-## 👏 Credits
-- [NVIDIA/Stable-Diffusion-WebUI-TensorRT](https://github.com/NVIDIA/Stable-Diffusion-WebUI-TensorRT)
-- [comfyanonymous/ComfyUI](https://github.com/comfyanonymous/ComfyUI)
-## License
-[Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)](https://creativecommons.org/licenses/by-nc-sa/4.0/)

+---
+license: mit
+tags:
+- comfyui
+- comfyui-custom-nodes
+- mirror
+- github-mirror
+library_name: comfyui
 ---
+# ComfyUI-Upscaler-Tensorrt
+🔄 **Mirror of GitHub Repository**
+This is a personal mirror of the original GitHub repository for easy access and backup.
+## 📦 Original Source
+**GitHub:** [https://github.com/yuvraj108c/ComfyUI-Upscaler-Tensorrt](https://github.com/yuvraj108c/ComfyUI-Upscaler-Tensorrt)
+## 🎯 Purpose
+This mirror is maintained for:
+- ✅ Easy access and backup
+- ✅ Integration with Hugging Face workflows
+- ✅ Personal development and testing
+- ✅ Offline availability
+## 📖 Usage
+Please refer to the original GitHub repository for:
+- Latest updates and releases
+- Installation instructions
+- Documentation
+- Issues and support
+- Contributing guidelines
+## 🙏 Attribution
+All code and content in this repository belongs to the original authors and contributors.
+This is purely a mirror for personal convenience.
+**Please support the original project:** https://github.com/yuvraj108c/ComfyUI-Upscaler-Tensorrt
+---
+**Mirrored by:** aliensmn
+**Mirror Type:** ComfyUI Custom Node
+**Original Repository:** https://github.com/yuvraj108c/ComfyUI-Upscaler-Tensorrt
+*If you are the original author and would like this mirror removed, please contact me.*