John PRO

What are being done about
("ZeroGPU worker error", "GPU task aborted")
gradio.exceptions.Error: 'GPU task aborted'

This happen intermittently but often enough to annoy me.
out of 5 attempts I would get this error 3 times, sometimes after the first attempt the 2nd render would be successful,

but if not I reduce "steps" to compensate, allowing the same seed to generate,

Why did it fail?
Why would it sometimes succeed on the 2nd attempt without changing any settings,
Lora weights, steps, CFG, prompt or seed ?
Can this be fixed or can the GPU time lost because of the error be refunded?

Thank you in advance for your assistance.

@not-lain
here is a snip from my current code.
@spaces.GPU(duration=60)
def run_lora(prompt, cfg_scale, steps, randomize_seed, seed, width, height, progress=gr.Progress(track_tqdm=True), **kwargs)

If I go below 45sec I get GPU Fail, and the render is aborted , AND the usage is NOT Refunded.
So I stick with 60sec, becuase If you increase the model weight or the steps the generation time cost more (obvious).
So to limit the amount of failures, I stick to 60.

@reach-vb , @julien-c -

Something I just noticed since I was paying attention to the ZeroGPU recovery.
Inference Credits. ? .... $0.03 / $2.00 - this used to be something else. something like
Inference Usage xxxx / 2000 Uses .
Please Explain?
Why have this now changed?
Am I going to get billed for this now too?

** Edit **
Never mind I found the blog post.. and reading it.

I notice something else int the blog it is mentioned that Pro users get "20x higher limits" currently when I run out of time I get a popup that says if I subscribe to a pro account I get 5x.

Here is a direct Quote from the blog post. :

"Subscribe to the Hugging Face PRO plan to get access to Inference credits, ZeroGPU, Spaces Dev Mode, 20x higher limits , and more.

huh..? Why is this different, I am confused.

Also, If I disable the other Inference API's It wont be used? So I wont get billed?
I dont have API Keys or accounts with any of the listed providers, so naturally I disabled them.

@John6666 , To you $9 may not be much but for other countries like myself where the exchange rate is deplorable (ZAR16 to $1) it is expensive. So please take such matters into account. When it comes to Value I pay 16 to 1 more than others. Take any "cheap" item you own, multiply its cost by 16. Will you still buy that Item?

All I ask Is for a better Recovery rate that will make it affordable to Us to use
Sincerely... me