Commit Graph
4 Commits
Author SHA1 Message Date
ViperEkura d5067af064 refactor: harden param PODs and CUTLASS-style fp8 layout tags
- NSDMI null/-1 defaults for AttentionParams/FP8Params pointer+flag members: partially packed structs can no longer hold garbage non-null pointers that gate optional paths (root cause class of the paged test bug); still aggregates, still trivially copyable
- move per-lane ldmatrix wrappers (ldsm_x2/x4) from fp8/gemm.cuh to common/mma.cuh as ldmatrix_x2_lane/x4_lane, next to the single-address variants
- DEVICE_FORCEINLINE macro in common/mma.cuh (matches layout_policies.cuh, internal linkage)
- frag_addr now delegates to tile_at: the swizzle math has one source
- operand layouts as CUTLASS-style RowMajor/ColMajor tags threaded from launch_fp8_gemm through the kernel to load_operand_tile; B's operand view via transpose_layout_t; call sites read <Fmt, false, RowMajor, ColMajor> instead of <Fmt, false, false, true>
2026-08-24 15:27:52 +08:00
ViperEkura 31ca357c61 refactor: namespace csrc kernels and extract common helpers
- attention family -> astrai::attention; fp8 family -> astrai::fp8
- new common/reduce.cuh (warp/group reductions, atomic_max_float)
- new common/cp_async.cuh (predicated cp_async_16, commit/wait group)
- move MAX_SPLITS into attention/common.h; delete warp_utils.cuh
- .cu bindings and pure C tests open family namespaces via using
2026-08-24 14:49:55 +08:00
ViperEkura 4b10d3ca37 perf: vectorize fp8 quantize and swizzle gemm smem 2026-08-23 20:31:44 +08:00
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