5 Commits

Author SHA1 Message Date
rattus128
4965c0e2ac
WAN: Fix cache VRAM leak on error (#10141)
If this suffers an exception (such as a VRAM oom) it will leave the
encode() and decode() methods which skips the cleanup of the WAN
feature cache. The comfy node cache then ultimately keeps a reference
this object which is in turn reffing large tensors from the failed
execution.

The feature cache is currently setup at a class variable on the
encoder/decoder however, the encode and decode functions always clear
it on both entry and exit of normal execution.

Its likely the design intent is this is usable as a streaming encoder
where the input comes in batches, however the functions as they are
today don't support that.

So simplify by bringing the cache back to local variable, so that if
it does VRAM OOM the cache itself is properly garbage when the
encode()/decode() functions dissappear from the stack.
2025-10-01 18:42:16 -04:00
comfyanonymous
1e638a140b
Tiny wan vae optimizations. (#9136) 2025-08-01 05:25:38 -04:00
comfyanonymous
0621d73a9c
Remove useless code. (#9059) 2025-07-26 04:44:19 -04:00
comfyanonymous
e6e5d33b35
Remove useless code. (#9041)
This is only needed on old pytorch 2.0 and older.
2025-07-25 04:58:28 -04:00
comfyanonymous
63023011b9 WIP support for Wan t2v model. 2025-02-25 17:20:35 -05:00