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a35fb1b077
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Minimal reference FMHA test: n=256 only
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2026-05-22 21:13:37 +00:00 |
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4fc264e034
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Test reference FMHA with proper API
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2026-05-22 21:12:49 +00:00 |
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a800a83d5c
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Test: CUTLASS reference FMHA on B200 multi-tile
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2026-05-22 21:11:58 +00:00 |
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2a14c2dd18
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REVERT to working baseline (n=128 cos 0.999998). Multi-tile TMA is a CuTeDSL JIT limitation.
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2026-05-22 20:37:21 +00:00 |
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1ab326f2d2
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Test: use kvh.index (pipeline state) as TMA GMEM coordinate
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2026-05-22 20:36:21 +00:00 |
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7b8b022e23
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SMEM counter: separate allocate_tensor instead of struct field
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2026-05-22 20:35:42 +00:00 |
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462778efcf
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Fix SMEM counter type: cutlass.Int32 for MemRange
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2026-05-22 20:35:17 +00:00 |
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f5c827d0b9
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SMEM-backed kv_coord counter — JIT can't constant-fold SMEM reads
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2026-05-22 20:34:52 +00:00 |
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215282971c
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DEBUG: hardcoded Int32(1) to test if TMA can read tile 1
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2026-05-22 20:34:21 +00:00 |
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79ebe20a39
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DEBUG: use Int32(kt) directly to test if coordinate matters
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2026-05-22 20:34:03 +00:00 |
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b3778896b9
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Test: kv_coord = warp_idx() * 0 — force SSA from runtime value
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2026-05-22 20:33:40 +00:00 |
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1de848c5ca
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DEBUG: add cute.printf for kv_coord runtime value
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2026-05-22 20:33:03 +00:00 |
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587c16679c
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Test: Python range() instead of cutlass.range() for TMA loop
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2026-05-22 20:32:44 +00:00 |
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91230fe5e6
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Test example9: drop try_acquire/pk, single loop-carried kv_coord
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2026-05-22 20:32:25 +00:00 |
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3c0451a3e5
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REVERT to working example7 (n=128 cos 0.999998). Example8 TMA fix didn't work.
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2026-05-22 20:28:15 +00:00 |
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880bd9ef81
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Update stage_c test to example8: SSA kv_coord + per-tile O rescale
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2026-05-22 20:27:58 +00:00 |
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c395b279d2
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Clean up tests: archive superseded files, keep only essential unit tests
Kept in tests/unit/:
- test_fmha_v3.py (stages A+B)
- test_fmha_v3_diag.py (identity softmax, n=128+256)
- test_fmha_v3_stage_c.py (real softmax, n=128 cos 0.999998)
- layertest.py + cudagraph_test.py (required for every change)
- infrastructure: cache, custom_op, cutedsl, router, fp4, fused, interleave
Archived: 19 superseded unit tests + 10 root-level scratch files
Root level: only fmha_v3_stage_c_example7.py remains (now in unit/)
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2026-05-22 20:25:27 +00:00 |
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a54a241052
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Revert TMA to kt pattern (n=128 works), multi-tile TMA is separate bug
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2026-05-22 20:10:35 +00:00 |
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956ca1ecfd
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TMA: use self.n_kv_tiles + kv_coord pattern from working diag test
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2026-05-22 20:08:07 +00:00 |
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242ffebcd9
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REVERT to 0bdcdc0 — the version that passed n=128 cos 0.999998
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2026-05-22 20:07:18 +00:00 |
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3814838107
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DEBUG: disable O rescale + normalize, test if corr setup alone causes regression
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2026-05-22 19:57:53 +00:00 |
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2c51f82382
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Shared corr tensors for O rescale + final normalize, fix softmax loop
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2026-05-22 19:55:06 +00:00 |
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f165257c50
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Add O rescale with correction_rescale pattern + fix TMA to working diag pattern
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2026-05-22 19:51:53 +00:00 |
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0bdcdc0efd
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O normalize: exact CUTLASS correction_rescale pattern with 2D reg tensor
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2026-05-22 19:50:37 +00:00 |
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009cf9f80d
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O normalize: TMEM round-trip with paired Ld/St atoms + standard epilogue_tma_store
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2026-05-22 19:49:51 +00:00 |
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f821dd00fe
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Fix: use NamedBarrier instead of mbarrier_arrive/wait
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2026-05-22 19:49:07 +00:00 |
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3bd406e925
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Fix: barrier_wait → mbarrier_wait, barrier_arrive → mbarrier_arrive
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2026-05-22 19:48:31 +00:00 |
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544f0ca52b
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Fix epilogue: corr_tile_size=16, proper epi_subtile tuple, match CUTLASS reference
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2026-05-22 19:47:57 +00:00 |
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d526aa04fb
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Fix example7: K slice (None,None,0,0) and softmax scale_log2 double-bug
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2026-05-22 19:45:59 +00:00 |
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558aac0581
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Fix: fence_async_shared -> fence_view_async_shared
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2026-05-22 19:25:05 +00:00 |
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d62e6fc9ca
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Clean v2: real softmax P, no O TMEM modify, standard epilogue. Baseline for custom epilogue work.
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2026-05-22 19:24:25 +00:00 |
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183292d919
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O normalize using tmem_ptr base (same as epilogue) + CUTLASS sub-tile pattern
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2026-05-22 19:18:16 +00:00 |
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365e8f53af
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O normalize with full layout (no sub-tiling), Repetition(64)
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2026-05-22 19:17:03 +00:00 |
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7bc94e610a
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Disable ALL O copies to verify baseline
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2026-05-22 19:14:33 +00:00 |
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590d6e9fba
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Disable O rescale too for NO-OP test
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2026-05-22 19:13:43 +00:00 |
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51cec1405d
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DEBUG: O load+store NO-OP to verify TMEM copy correctness
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2026-05-22 19:12:43 +00:00 |
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e3e2668192
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Re-enable O rescale + normalize with corr_tile_size=32
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2026-05-22 19:11:17 +00:00 |
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d77c965646
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Disable O rescale + normalize, verify softmax P only
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2026-05-22 19:09:33 +00:00 |
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dcc64dd14d
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FIX: O sub-tile count should be HEAD_DIM/corr_tile_size, not 128/corr_tile_size
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2026-05-22 19:06:52 +00:00 |
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48b24ba005
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Full pipeline: O rescale + final normalize with CUTLASS sub-tile approach
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2026-05-22 19:05:59 +00:00 |
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a85894df89
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Test softmax P vs unnormalized reference (no O normalize)
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2026-05-22 19:05:27 +00:00 |
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c0b39fc2bf
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O normalize using CUTLASS reference sub-tile approach
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2026-05-22 19:04:37 +00:00 |
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3dbda0eebb
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Fix O normalize: use 2D register tensor indexing
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2026-05-22 18:59:15 +00:00 |
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6b61d5274c
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Add O normalization with sub-tile TMEM read-modify-write
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2026-05-22 18:58:35 +00:00 |
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b936c6220d
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Simplify: softmax P only, no O rescale/normalize yet
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2026-05-22 18:57:00 +00:00 |
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e2fad84205
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Real softmax test built on working identity diag
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2026-05-22 18:55:31 +00:00 |
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d3b662d3a8
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CRITICAL FIX: remove extra scale_log2 in softmax (minus_row_max and acc_scale)
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2026-05-22 18:52:58 +00:00 |
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32869c7378
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FIX: K slice (None,None,0,0) like working diag
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2026-05-22 18:51:22 +00:00 |
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4b1fc7ee1f
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Diag: identity softmax on example6 pipeline to isolate softmax bug
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2026-05-22 18:49:33 +00:00 |
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912f92c6b5
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Quick test: working v3 with n=256 multi-tile
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2026-05-22 18:47:54 +00:00 |
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