Commit Graph

453 Commits

Author SHA1 Message Date
0c6c3ea956 D1.4: Add hd=512 QK-only and standalone test for compilation debugging 2026-05-24 14:19:26 +00:00
59195c7d17 D1.4: Reduce pv_n_tile to 128 for hd=512 to fit SMEM budget (192KB) 2026-05-24 08:07:32 +00:00
a325f4ca5f D1: Full test with TMEM-P at hd=64,128,256,512 2026-05-24 04:07:40 +00:00
d3a3a6988a D1: SMEM-P test at hd=128 2026-05-24 03:48:37 +00:00
44b72cc570 D1: Fix SMEM-P (coordinate store), LSE (FP32), add TMEM-P-only test 2026-05-24 03:27:14 +00:00
66aaadadbf D1: LSE diagnostic at various hd 2026-05-24 03:23:16 +00:00
cadc11d5d2 D1: Add diagnostic test (TMEM-P vs SMEM-P at various hd) 2026-05-24 03:22:23 +00:00
64e11caf97 D1 test: compare un-norm O + norm using ref row_sum + LSE verification 2026-05-24 03:21:01 +00:00
b471579140 D1.5: Always output un-normalized O + LSE (epilogue_tma_store only, no TMEM round-trip normalize) 2026-05-24 03:18:38 +00:00
19a65ee7fa test: add try/except for SMEM-P coord test 2026-05-24 02:15:07 +00:00
ce5818038d test: use FmhaKernel for SMEM-P coord test 2026-05-24 01:59:25 +00:00
2e0fc3db74 test: SMEM-P coordinate verification test 2026-05-24 01:58:32 +00:00
1209b7b394 fix: proper v_major from tensor 2026-05-24 01:55:37 +00:00
5b04bc4d45 fix: COL_MAJOR 2026-05-24 01:54:30 +00:00
c6139c47e3 fix: hardcode v_major for diag test 2026-05-24 01:54:20 +00:00
1e3926443c diag: use FmhaKernel setup for cotiled test 2026-05-24 01:54:08 +00:00
60fa7fb8f4 fix: v_major derivation in cotiled diag 2026-05-24 01:53:40 +00:00
2318bc3d77 diag: simplified cotiled layout test 2026-05-24 01:53:24 +00:00
7cdf61d6b0 fix: LayoutEnum import in cotiled diag test 2026-05-24 01:52:58 +00:00
e31ab787a1 diag: layout composition test for make_cotiled_copy SMEM-P 2026-05-24 01:48:50 +00:00
a22014d21f 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
892a68fcd1 D1.3: Add unnormalized debug test to isolate SMEM-P vs O round-trip error 2026-05-24 00:15:41 +00:00
c30334b42f D1.3: Add SMEM-P write/read diagnostic 2026-05-24 00:13:28 +00:00
95a946d4d4 D1.3: Add SMEM-P vs TMEM-P comparison test 2026-05-24 00:10:18 +00:00
571fc43f57 D1.3: Fix while loop in cotiled diag - precompute num_tmem_alloc_cols 2026-05-24 00:07:22 +00:00
d9f3fcd71d D1.3: Fix cotiled diagnostic - use proper MMA construction 2026-05-24 00:06:50 +00:00
63e3ed0fed D1.3: Add make_cotiled_copy diagnostic test 2026-05-24 00:05:48 +00:00
d4659d661d shit left dangling 2026-05-23 23:58:57 +00:00
68df389c93 D1.3: Add SMEM-P coordinate diagnostic test 2026-05-23 23:23:05 +00:00
7771e5a72b D1.3: Enhanced diagnostic - test QK C-fragment as source for make_tiled_copy_C 2026-05-23 22:24:15 +00:00
4c71998851 D1.3: Skip fragment creation in diagnostic, just print layouts 2026-05-23 22:21:31 +00:00
077ecc5a62 D1.3: Fix diagnostic - use dummy ptr 0 for shape analysis 2026-05-23 22:20:16 +00:00
7dad292401 D1.3: Fix sP allocation - p_smem_s.outer is already a layout 2026-05-23 22:19:11 +00:00
ff0b4de5e8 D1.3: Fix layout diagnostic - compute c_major outside kernel 2026-05-23 22:17:54 +00:00
999c46268b D1.3: Layout diagnostic v2 - run inside JIT-compiled kernel 2026-05-23 22:16:57 +00:00
bbec77c1b3 D1.3: Fix layout diagnostic - remove JIT-dependent code 2026-05-23 22:15:47 +00:00
5f2343fa49 D1.3: Layout diagnostic - print all QK C-fragment and PV A-operand shapes 2026-05-23 22:14:35 +00:00
df6a2a03cb D5b: Fix reference computation - use logsumexp for stable LSE, fix o_unnorm definition 2026-05-23 21:43:04 +00:00
3891f00b9a D5b: Use normalized O + LSE for merge (correct formula), always output LSE 2026-05-23 21:35:40 +00:00
34125fa61c D5b: Clean up merge test - stable formula for both ref and kernel 2026-05-23 21:33:45 +00:00
2c5799c8d8 D5b: Use reference per-row LSE for proper O normalization 2026-05-23 21:31:52 +00:00
0a0877c9bc D5b: Fix kernel_obj reference 2026-05-23 21:30:59 +00:00
369d677c2c D5b: Fix syntax error 2026-05-23 21:30:00 +00:00
6a47015e85 D5b: Debug reference formula mismatch, add numerically stable merge 2026-05-23 21:19:25 +00:00
023217e7b2 D5b: Python SWA+sink merge test
- Run FMHA twice (compressed KV + SWA KV, normalize=False)
- Merge with sink weights in Python
- Verify end-to-end correctness vs FP32 reference
2026-05-23 21:18:06 +00:00
cb9ebf33fa D5a: Add normalize flag + LSE output
- normalize=True (default): O = softmax(P) @ V (existing behavior)
- normalize=False: O = P @ V (un-normalized) + lse = log(row_sum) + row_max
- LSE tensor passed as optional parameter
- Test includes D5a normalize=False verification with LSE comparison
- Cleaned up SMEM-P debug prints and broken make_tiled_copy_C code
- hd=64 TMEM-P regression: cos 0.973 PASS
2026-05-23 21:10:40 +00:00
3b98007093 diag: add 2-CTA check + fix LayoutEnum in MMA test 2026-05-23 08:45:26 +00:00
eca84bdcb5 fix: remove bad import in NVFP4 diag 2026-05-23 08:44:37 +00:00
cca62743df fix: use quantize_activation_nvfp4 in diag 2026-05-23 08:39:12 +00:00
96a43b60f3 fix: use correct API for NVFP4-0 diag (sf_vec_size + mma_tiler_mn) 2026-05-23 08:38:19 +00:00