Files
nvfp4-megamoe-kernel/vllm/kernels/linear
biondizzle 02c500bbb1 Switch to allow_in_graph for Dynamo opacity instead of custom op
The custom op approach required reimplementing the GEMM (wrong scale
assembly, wrong tensor formats, cudaErrorIllegalAddress). Instead,
use torch.autograd.Function + torch._dynamo.allow_in_graph which
tells Dynamo to treat the function as an opaque kernel call, while
still using the runner's battle-tested _run_impl for the actual GEMM.

allow_in_graph is the proper way to register opaque ops for Dynamo
without reimplementing the computation.
2026-05-19 01:20:07 +00:00
..