Commit Graph
4 Commits
Author SHA1 Message Date
ViperEkura 16a55bb474 refactor: reorganize CUDA kernels into per-family directories
- move attention kernels to csrc/kernels/attention/ and rotary to rotary/
- add shared common/mma.cuh (mma_sync, ldmatrix) and device.cuh (sm checks)
- split fp8_mm into three-layer fp8/common.h, gemm.cuh, mm.cu
- fix fused FP8 GEMM ldmatrix lane indexing to fix OOB shared reads
- update extension ops, loader, and kernel tests
2026-08-22 20:40:31 +08:00
ViperEkura 6ac3b51496 refactor: separate extension ops and backends 2026-08-16 21:15:52 +08:00
ViperEkura 69f35c46e0 fix: quantize amax from raw values, not scaled fp8 values
- amax for delayed scale was the quantized max (always ~448), so scale collapsed to 1
- this made fp8 gradients diverge (cosine 0.05) and training stall
- stop w/x transpose-quantize amax from polluting the grad scale
2026-08-14 14:26:16 +08:00
ViperEkura 0378e62e17 refactor: split fp8 into fp8_ops adapter and fp8 policy module
- fp8_ops is the only module touching the pybind (kernel interface)
- fp8.py keeps scaling state, delayed amax and aten::linear dispatch
- remove circular imports between old fp8_ops/fp8_state/fp8_dispatch
2026-08-14 12:25:29 +08:00