Orochi
Stable-Diffusion-ONNX-FP16
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Orochi | Stable-Diffusion-ONNX-FP16 | |
---|---|---|
5 | 10 | |
187 | 266 | |
12.8% | - | |
5.7 | 6.8 | |
5 days ago | 7 months ago | |
C++ | Python | |
MIT License | GNU General Public License v3.0 only |
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Orochi
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Blender 3.6 (huge AMD gains with HIP RT) reaches Beta Phase 3
While you're waiting for the HIP SDK to release, check out Orochi as an alternative https://github.com/GPUOpen-LibrariesAndSDKs/Orochi
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AMD Posts Patch Enabling Vega APU/GPU Support For Blender's HIP Backend
This isn't a full-fledged SDK but if you develop using the driver/runtime API and nvrtc on Linux, you could certainly use this library to make it run on Windows https://github.com/GPUOpen-LibrariesAndSDKs/Orochi Bonus - it also lets you compile a single binary that runs on both CUDA and HIP!
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First time in 2 years I was able to get Blender running with an AMD GPU on Linux!
You can't run CUDA binaries directly. But you can use a wrapper library like Orochi to run both CUDA and HIP using a single binary that dynamically links with CUDA/HIP libraries at runtime https://github.com/GPUOpen-LibrariesAndSDKs/Orochi
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How are Vulkan, CUDA, Triton and all other things connected?
I stumbled across orochi from AMD while looking for their FSR2.0 implementation, which basically boils down to being a wrapper over Cuda and HIP. I don't know if it is still maintained or functional, but heres the link if anyone is interested: https://github.com/GPUOpen-LibrariesAndSDKs/Orochi
- Orochi – dynamic loading of HIP/CUDA from a single binary
Stable-Diffusion-ONNX-FP16
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Blender 3.6 (huge AMD gains with HIP RT) reaches Beta Phase 3
There are a few versions of stable diffusion that someone ported and you can use them, I think I used https://github.com/Amblyopius/Stable-Diffusion-ONNX-FP16 with my amd card, then there's something like shark stable diffusion
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another UI for Stable Diffusion for Windows and AMD, now with LoRA and Textual Inversions
Yes, the FP16 stuff in this latest release is a big part of that, and should tentatively support 8GB cards. I haven't pushed things quite as far as https://github.com/Amblyopius/Stable-Diffusion-ONNX-FP16 yet, but support for 4GB cards is possible and we've been discussing how it works: https://github.com/ssube/onnx-web/issues/241
- Seeking Advice on Optimizing Stable Diffusion with AMD Graphics Card
- AMD
- StableDiffusion on AMD
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What is the cheapest Nvidia GPU that can run StableDiffusion well?
Second option is: https://github.com/Amblyopius/Stable-Diffusion-ONNX-FP16
- Stabble diffusion using cpu only
- whats the best way to use stable diffusion on windows with an amd 6700xt?
- Can’t convert ckpt to ONNX folder using NMKD SD GUI
- Webui for AMD GPU / windows
What are some alternatives?
SPIRV-Cross - SPIRV-Cross is a practical tool and library for performing reflection on SPIR-V and disassembling SPIR-V back to high level languages.
SHARK - SHARK - High Performance Machine Learning Distribution
kompute - General purpose GPU compute framework built on Vulkan to support 1000s of cross vendor graphics cards (AMD, Qualcomm, NVIDIA & friends). Blazing fast, mobile-enabled, asynchronous and optimized for advanced GPU data processing usecases. Backed by the Linux Foundation.
onnx-web - web UI for GPU-accelerated ONNX pipelines like Stable Diffusion, even on Windows and AMD
rocm-arch - A collection of Arch Linux PKGBUILDS for the ROCm platform
diffusers - 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.
naga - Universal shader translation in Rust
stylegan2-projecting-images - Projecting images to latent space with StyleGAN2.
wgpu - Cross-platform, safe, pure-rust graphics api.
stable-diffusion-webui - Stable Diffusion web UI
rivi-loader - Vulkan Compute program loader in Rust
ROCm-OpenCL-Runtime - ROCm OpenOpenCL Runtime