difftaichi
difftaichi copied to clipboard
Mass spring loss is `nan` after repeatedly running
I am running taichi 1.2.1 with arm64 arch and Python 3.10.8. I've written some code that repeatedly calls the mass_spring
simulation with different mass spring layouts and the loss of mass spring becomes nan when this happens. However, this behavior is not deterministic, sometimes it happens after 1 iteration other times after 4-5 with it not failing on a particular mass_spring layout.
Before and after each call to mass_spring main, I am reloading the mass_spring file to re-initialize the variables and after I am tearing down with ti.reset()
.
Could someone please shed some light on this error?
Hi @alansun17904 , if it is possible to share a minimal repro code?
Thanks for the quick response. I modified main
by adding the following lines
clear()
forward(None, visualize=False)
clear()
return loss[None]
Then, I am calling main
in another module through
from importlib import
for _ in range(n):
reload(mass_spring)
mass_spring.main()
ti.reset()