| | |
| | from diffusers import StableDiffusionPipeline, DPMSolverSinglestepScheduler, DPMSolverMultistepScheduler, DEISMultistepScheduler, HeunDiscreteScheduler |
| | import time |
| | from huggingface_hub import HfApi |
| | import torch |
| | import sys |
| |
|
| | path = sys.argv[1] |
| |
|
| | api = HfApi() |
| | start_time = time.time() |
| | pipe = StableDiffusionPipeline.from_pretrained(path, torch_dtype=torch.float16) |
| | pipe.scheduler = HeunDiscreteScheduler.from_config(pipe.scheduler.config) |
| | pipe = pipe.to("cuda") |
| |
|
| | prompt = "a highly realistic photo of green turtle" |
| | generator = torch.Generator(device="cuda").manual_seed(0) |
| | image = pipe(prompt, generator=generator, num_inference_steps=25).images[0] |
| | print("Time", time.time() - start_time) |
| |
|
| | path = "/home/patrick_huggingface_co/images/aa.png" |
| | image.save(path) |
| |
|
| | api.upload_file( |
| | path_or_fileobj=path, |
| | path_in_repo=path.split("/")[-1], |
| | repo_id="patrickvonplaten/images", |
| | repo_type="dataset", |
| | ) |
| | print("https://huggingface.co/datasets/patrickvonplaten/images/blob/main/aa.png") |
| |
|
