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2022-11-30 16:59:55 -08:00
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@@ -39,28 +39,6 @@ set-executionpolicy remotesigned.
source shark.venv/bin/activate
```
### Run Stable Diffusion on your device - command line
#### [AMD RDNA Users] Download the latest driver [here](https://www.amd.com/en/support/kb/release-notes/rn-rad-win-22-11-1-mril-iree)
#### [macOS Users] Download and install the latest Vulkan SDK from [here](https://vulkan.lunarg.com/sdk/home)
#### [Nvidia Users] Download and install the latest CUDA / Vulkan drivers from [here](https://developer.nvidia.com/cuda-downloads)
Other users please ensure you have your latest vendor drivers and Vulkan SDK from [here](https://vulkan.lunarg.com/sdk/home) and if you are using vulkan check `vulkaninfo` works in a terminal window
#### Windows 10/11 Users
```powershell
(shark.venv) PS C:\g\shark> python .\shark\examples\shark_inference\stable_diffusion\main.py --precision="fp16" --prompt="tajmahal, snow, sunflowers, oil on canvas" --device="vulkan"
```
#### Linux / macOS Users
```shell
python3.10 shark/examples/shark_inference/stable_diffusion/main.py --precision=fp16 --device=vulkan --prompt="tajmahal, oil on canvas, sunflowers, 4k, uhd"
```
You can replace `vulkan` with `cpu` to run on your CPU or with `cuda` to run on CUDA devices.
For more options to the Stable Diffusion model read [this](https://github.com/nod-ai/SHARK/blob/main/shark/examples/shark_inference/stable_diffusion/README.md)
### Run Stable Diffusion on your device - WebUI
@@ -75,9 +53,59 @@ For more options to the Stable Diffusion model read [this](https://github.com/no
(shark.venv) > python index.py
```
Access Stable Diffusion on http://localhost:8080
#### Access Stable Diffusion on http://localhost:8080/?__theme=dark
<img width="1607" alt="webui" src="https://user-images.githubusercontent.com/74956/204939260-b8308bc2-8dc4-47f6-9ac0-f60b66edab99.png">
### Run Stable Diffusion on your device - Commandline
#### [AMD RDNA Users] Download the latest driver [here](https://www.amd.com/en/support/kb/release-notes/rn-rad-win-22-11-1-mril-iree)
#### [macOS Users] Download and install the latest Vulkan SDK from [here](https://vulkan.lunarg.com/sdk/home)
#### [Nvidia Users] Download and install the latest CUDA / Vulkan drivers from [here](https://developer.nvidia.com/cuda-downloads)
Other users please ensure you have your latest vendor drivers and Vulkan SDK from [here](https://vulkan.lunarg.com/sdk/home) and if you are using vulkan check `vulkaninfo` works in a terminal window
#### Windows 10/11 Users
```powershell
(shark.venv) PS C:\g\shark> python .\shark\examples\shark_inference\stable_diffusion\main.py --precision="fp16" --prompt="tajmahal, snow, sunflowers, oil on canvas" --device="vulkan"
```
#### Linux / macOS Users
```shell
python3.10 shark/examples/shark_inference/stable_diffusion/main.py --precision=fp16 --device=vulkan --prompt="tajmahal, oil on canvas, sunflowers, 4k, uhd"
```
You can replace `vulkan` with `cpu` to run on your CPU or with `cuda` to run on CUDA devices. If you have multiple vulkan devices you can address them with `--device=vulkan://1` etc
The output on a 6900XT would like:
```shell
44it [00:08, 5.14it/s]i = 44 t = 120 (191ms)
45it [00:08, 5.15it/s]i = 45 t = 100 (191ms)
46it [00:08, 5.16it/s]i = 46 t = 80 (191ms)
47it [00:09, 5.16it/s]i = 47 t = 60 (193ms)
48it [00:09, 5.15it/s]i = 48 t = 40 (195ms)
49it [00:09, 5.12it/s]i = 49 t = 20 (196ms)
50it [00:09, 5.14it/s]
Average step time: 192.8154182434082ms/it
Total image generation runtime (s): 10.390909433364868
(shark.venv) PS C:\g\shark>
```
Here are some samples generated:
![tajmahal, snow, sunflowers, oil on canvas_0](https://user-images.githubusercontent.com/74956/204934186-141f7e43-6eb2-4e89-a99c-4704d20444b3.jpg)
![a photo of a crab playing a trumpet](https://user-images.githubusercontent.com/74956/204933258-252e7240-8548-45f7-8253-97647d38313d.jpg)
For more options to the Stable Diffusion model read [this](https://github.com/nod-ai/SHARK/blob/main/shark/examples/shark_inference/stable_diffusion/README.md)
Find us on [SHARK Discord server](https://discord.gg/RUqY2h2s9u) if you have any trouble with running it on your hardware.