Commit Graph

997 Commits

Author SHA1 Message Date
29231fc75e Merge branch 'master' of ssh://sweetapi.com:2222/biondizzle/nvfp4-megamoe-kernel 2026-05-24 02:41:39 +00:00
3803847900 D1.5: Use tCtO_fake layout for epilogue_tma_store (needs STAGE dim) 2026-05-24 02:41:32 +00:00
688ca6f737 feat: SMEM-P using make_cotiled_copy (one-row-per-thread) 2026-05-24 02:41:19 +00:00
34db0bf802 D1.5: Remove duplicate tTMrO definition (keep unconditional one) 2026-05-24 02:40:40 +00:00
093de4e62f merge 2026-05-24 02:40:14 +00:00
bb4c35facb D1.5: Move tTMrO after O rescale atoms (fix tTMEM_LOADcO reference) 2026-05-24 02:39:18 +00:00
af8303ba64 fix: reorder tTMrO definition after tTMEM_LOADcO 2026-05-24 02:36:08 +00:00
e41cf07f50 fix: tTMrO scoping + restore SMEM-P coordinate write 2026-05-24 02:34:53 +00:00
bfd598b937 D1.5: Move tTMrO def before softmax loop (CuTeDSL scoping) 2026-05-24 02:32:51 +00:00
1e8f784bb0 debug: zero-fill sP to check deadlock 2026-05-24 02:31:12 +00:00
ece137b2c2 D1.5: Use proven Stage C approach - normalize via TMEM round-trip + epilogue_tma_store 2026-05-24 02:30:25 +00:00
8010e3dda2 test: add try/except for SMEM-P coord test 2026-05-24 02:15:07 +00:00
16bade9e10 test: use FmhaKernel for SMEM-P coord test 2026-05-24 01:59:25 +00:00
f2d95da4aa test: SMEM-P coordinate verification test 2026-05-24 01:58:32 +00:00
394f08601a fix: proper v_major from tensor 2026-05-24 01:55:37 +00:00
384de55dfd fix: COL_MAJOR 2026-05-24 01:54:30 +00:00
313f2c77cd fix: hardcode v_major for diag test 2026-05-24 01:54:20 +00:00
268265ba0b diag: use FmhaKernel setup for cotiled test 2026-05-24 01:54:08 +00:00
32d8483443 fix: v_major derivation in cotiled diag 2026-05-24 01:53:40 +00:00
ce1e2177ec diag: simplified cotiled layout test 2026-05-24 01:53:24 +00:00
f6e3bddb10 fix: LayoutEnum import in cotiled diag test 2026-05-24 01:52:58 +00:00
67a2c3ee72 diag: layout composition test for make_cotiled_copy SMEM-P 2026-05-24 01:48:50 +00:00
699c646497 D1.5: Fix bSG_gC slicing - group trailing modes (CUTLASS pattern) 2026-05-24 01:41:52 +00:00
f2ab5790e8 D1.5: Dynamic slicing for tTR_gC (variable rest dims) 2026-05-24 01:40:44 +00:00
d28257185f D1.5: Fix flat_divide slice coordinates (4 modes, no STAGE dim) 2026-05-24 01:39:21 +00:00
86971dda81 D1.5: Rewrite correction epilogue using CUTLASS pattern (transform_partitioned, flat_divide, paired atoms) 2026-05-24 01:37:53 +00:00
ec250eccd6 D1.5: Fix TMA store - group_modes on bSG_gC, use flat indexing 2026-05-24 01:36:01 +00:00
61c4e107da D1.5: Fix TMA store - use flat_divide on tCgC instead of local_tile on mC 2026-05-24 01:35:10 +00:00
6de0d316ef D1.5: Fix TMA store - use 3D tile for local_tile on 3D mC 2026-05-24 01:20:33 +00:00
f59fd07ba7 D1.5: Use group_modes on sC for 2D TMA view (preserves swizzle) 2026-05-24 00:52:57 +00:00
577066bb7f D1.5: Use 2D sC_epi layout from c_smem_s for TMA partition 2026-05-24 00:51:18 +00:00
534327f31b D1.5: Fix TMA store - use group_modes on sC and tCgC 2026-05-24 00:48:18 +00:00
8048aa4be6 D1.5: Simplify TMA store - use 2D sC_epi and gC_epi views 2026-05-24 00:46:52 +00:00
88a5f55120 D1.5: Fix TMA store - use existing gC partition 2026-05-24 00:43:35 +00:00
b9e91853fb D1.5: Implement correction epilog with paired atoms (get_tmem_load_op + get_smem_store_op)
One-way: TMEM → registers (normalize) → SMEM → GMEM
Based on CUTLASS FMHA reference's correction_epilog pattern.
Eliminates TMEM round-trip error for O normalization.
O rescale (kt>0) still uses old atoms (separate fix).
2026-05-24 00:41:27 +00:00
e632490682 D1.5: Add TODO for correction epilog - keeping working TMEM round-trip for now 2026-05-24 00:37:36 +00:00
9f88db897f D1.5: Revert to pre-epilog backup - correction epilog refactor is complex, will do incrementally
The correction epilog (TMEM→reg→SMEM→GMEM one-way trip) is the right approach
but the TMA store from SMEM requires proper partitioning that needs more work.
Reverting to the known-working state (with 3% TMEM round-trip error) to focus
on the SMEM-P write first.
2026-05-24 00:35:00 +00:00
501ba7b2a5 D1.5: Fix TMA store - use local_tile with pv_mma_tiler 2026-05-24 00:32:35 +00:00
d028088dd0 D1.5: Fix TMA store rank mismatch - use 2D sC_epi view 2026-05-24 00:31:45 +00:00
ea5662ab2b D1.5: Implement correction epilog with get_tmem_load_op + get_smem_store_op paired atoms
- One-way: TMEM → registers (normalize) → SMEM → GMEM
- Eliminates TMEM round-trip error for O normalization
- O rescale (kt>0) still uses old atoms (fix later)
- Based on CUTLASS FMHA reference's correction_epilog pattern
2026-05-24 00:30:38 +00:00
90131da010 D1.5: Replace TMEM round-trip normalize with correction epilog (one-way: TMEM→reg→SMEM→GMEM)
- Remove noop + normalize TMEM round-trips (3% error per trip)
- Use epilogue_tmem_copy_and_partition for TMEM→reg (paired atoms)
- Use epilogue_smem_copy_and_partition for reg→SMEM (paired atoms)
- Apply 1/row_sum normalization in register space (exact)
- TMA store from SMEM→GMEM (no TMEM write-back)
- Add iter_acc_early_release_in_epilogue attribute
- Update SMEM-P comments to reflect coordinate-indexed fallback
2026-05-24 00:24:24 +00:00
e23119ce7e D1.3: Fix LSE tensor layout for weakly congruent store 2026-05-24 00:16:22 +00:00
d4aeb4e41c D1.3: Add unnormalized debug test to isolate SMEM-P vs O round-trip error 2026-05-24 00:15:41 +00:00
b2a583a2a8 D1.3: Add SMEM-P write/read diagnostic 2026-05-24 00:13:28 +00:00
0fc6530f3f D1.3: Add SMEM-P vs TMEM-P comparison test 2026-05-24 00:10:18 +00:00
d56e5601bb D1.3: Fix while loop in cotiled diag - precompute num_tmem_alloc_cols 2026-05-24 00:07:22 +00:00
7bd857e5d3 D1.3: Fix cotiled diagnostic - use proper MMA construction 2026-05-24 00:06:50 +00:00
3fe17495ee D1.3: Add make_cotiled_copy diagnostic test 2026-05-24 00:05:48 +00:00
ed539653d0 shit left dangling 2026-05-23 23:58:57 +00:00
0286d57631 D1.3: Re-enable coordinate-indexed SMEM-P write with identity tensor coords 2026-05-23 23:26:46 +00:00