qutaoandClaude Fable 5 831652e42d Converge quantizer kernels and drop example debug input modes ...

nvfp4.py: remove the two remaining bring-up era quantize kernels (the
legacy no-TMA-load 16x256 schedule and the k64_per_cta=1 generic path,
reachable only through tuning knobs nothing uses) and the use_tma_load /
k64_per_cta parameters. The dispatcher now maps straight onto the single
tiled kernel factory; outputs verified bitwise-identical to the previous
code for every remaining configuration. 978 -> 710 lines (1334 before
the slimming series).

Example: drop the ones / constant-scale debug input modes and their CLI
flags; the random-FP4 + random-binary-scale path is the only
verification mode and checks exact equality.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

2026-07-10 15:26:28 +08:00

..

test_tilelang_cast_rounding.py

[Feature] Add stochastic rounding cast for f32 -> fp8/fp4 on CUDA (#2260)

2026-05-28 20:02:38 +08:00

test_tilelang_intimm.py

[Lint] Phaseout Yapf format and embrace ruff format (#1417)

2025-12-12 17:22:18 +08:00

test_tilelang_language_access_ptr_codegen.py

[CUDA] Support int4 T.gemm (#2063)

2026-04-20 16:35:43 +08:00

test_tilelang_language_access_ptr.py

[TIR][IR] Update to use tirx (#2216)

2026-05-20 15:38:13 +08:00

test_tilelang_language_alias.py

[Bugfix] Open Rocm ci test and fix some bugs. (#1443)

2026-01-06 02:18:29 +08:00

test_tilelang_language_all_of.py

[Refactor][Pipeline] Run pipeline rewriting before layout inference and stabilize tiled WS (#2002)

2026-04-07 23:54:55 +08:00

test_tilelang_language_alloc_var_cmp.py

[Bugfix] Fix alloc_var re-bind warning when assigned with comparison ops (#1974)

2026-03-27 11:17:21 +08:00

test_tilelang_language_alloc.py

[Feature] Support alloc global workspace (#1940)

2026-03-23 19:26:24 +08:00

test_tilelang_language_annot.py

[Bugfix] Open Rocm ci test and fix some bugs. (#1443)

2026-01-06 02:18:29 +08:00

test_tilelang_language_annotate_safe_value.py

[Refactor][Pipeline] Run pipeline rewriting before layout inference and stabilize tiled WS (#2002)

2026-04-07 23:54:55 +08:00

test_tilelang_language_any_of.py

[Refactor][Pipeline] Run pipeline rewriting before layout inference and stabilize tiled WS (#2002)

2026-04-07 23:54:55 +08:00

test_tilelang_language_assume.py

[Enhancement] Fix T.assume and loop bounds to eliminate redundant boundary checks (#2502)

2026-07-01 18:14:01 +08:00

test_tilelang_language_async_copy_gemm_sm80.py

[Refactor] Improve cp.async lowering and add async_copy op (#1887)

2026-03-06 17:35:16 +08:00

test_tilelang_language_atom_mma.py

[Refactor] Refactor multiple TensorCoreIntrinEmitter to provide atom-level mma control interface (#2161)

2026-05-09 16:04:31 +08:00

test_tilelang_language_atomic.py

[Feature] Expose multiple CUDA intrinsics (#2473)

2026-07-02 17:29:54 +08:00

test_tilelang_language_augassign.py

[Bugfix] Fix ast builder error for value -= 1 (#1825)

2026-02-09 17:30:22 +08:00

test_tilelang_language_ceildiv.py

[Feature] Expose multiple CUDA intrinsics (#2473)

2026-07-02 17:29:54 +08:00

test_tilelang_language_chain_equal.py

[Refactor][Pipeline] Run pipeline rewriting before layout inference and stabilize tiled WS (#2002)

2026-04-07 23:54:55 +08:00

test_tilelang_language_clamp.py

[Enhancement] Update examples and tests for improved type handling functionality (#1448)

2025-12-17 14:41:25 +08:00

test_tilelang_language_clear.py

[BugFix] Fix make_int sign-extending negative int8 lanes (#2438)

2026-06-23 14:40:11 +08:00

test_tilelang_language_cluster.py

[Transform] Materialize kernel launch per backend (#2387)

2026-06-12 17:14:02 +08:00

test_tilelang_language_composable_index.py

[Refactor][Pipeline] Run pipeline rewriting before layout inference and stabilize tiled WS (#2002)

2026-04-07 23:54:55 +08:00

test_tilelang_language_cooperative.py

[Fix] Add register to read A ptr in test_tilelang_language_cooperative.py (#1593)

2026-01-04 15:45:38 +08:00

test_tilelang_language_copy.py

[Feature] Support stmatrix m16n8 on Blackwell (#2417)

2026-06-23 14:21:07 +08:00

test_tilelang_language_dtype_as_torch.py

Fix float4 storage dtype torch mapping (#2174)

2026-05-10 21:50:30 +08:00

test_tilelang_language_eager_ast_signature.py

Fix eager AST handling for *args and **kwargs (#2330)

2026-06-04 14:14:14 +08:00

test_tilelang_language_eager_jit.py

[Feature] Introduce T.tfloat32 data type support (#2032)

2026-05-21 16:11:32 +08:00

test_tilelang_language_float4_e2m1_unpacked_dtype.py

[Refactor] Refactor blockscaled TCGEN5, support .f8f6f4/.mxf8f6f4 and restore maint scripts (#2274)

2026-06-04 18:14:52 +08:00

test_tilelang_language_frontend_v2.py

[TIR][IR] Update to use tirx (#2216)

2026-05-20 15:38:13 +08:00

test_tilelang_language_func_attrs.py

[Feature] Support T.annotate_compile_flags, T.annotate_pass_configs, and out_idx as PrimFunc attrs (#2006)

2026-04-02 12:42:47 +08:00

test_tilelang_language_get_warp_info.py

[Backend] Add target detector/normalizer registeration and merge ExecutionBackend into backend module (#2323)

2026-06-09 00:35:07 +08:00

test_tilelang_language_if_range.py

[Refactor] Remove GEMM v1 and promote gemm_py to be the canonical gemm op (#2033)

2026-04-13 12:42:44 +08:00

test_tilelang_language_infinity.py

[Bugfix] Open Rocm ci test and fix some bugs. (#1443)

2026-01-06 02:18:29 +08:00

test_tilelang_language_int64.py

[Feature] Add full Windows support and fix related cross-platform issues (#2093)

2026-05-06 23:08:24 +08:00

test_tilelang_language_intrinsics_codegen.py

[Enhancement] Update examples and tests for improved type handling functionality (#1448)

2025-12-17 14:41:25 +08:00

test_tilelang_language_isfinite_codegen.py

[Feature] Add CUDA intrinsic for isfinite operation (#1925)

2026-03-12 17:21:01 +08:00

test_tilelang_language_ldg.py

[Refactor] Unify the usage of cast-related operators (#1757)

2026-02-02 18:47:18 +08:00

test_tilelang_language_ldst.py

[Feature] Expose multiple CUDA intrinsics (#2473)

2026-07-02 17:29:54 +08:00

test_tilelang_language_let_layout.py

[Refactor][Pipeline] Run pipeline rewriting before layout inference and stabilize tiled WS (#2002)

2026-04-07 23:54:55 +08:00

test_tilelang_language_let.py

[Fix] Bind statement missing role marker (#2362)

2026-06-12 17:35:42 +08:00

test_tilelang_language_mask_op.py

[Refactor][Pipeline] Run pipeline rewriting before layout inference and stabilize tiled WS (#2002)

2026-04-07 23:54:55 +08:00

test_tilelang_language_min_blocks_per_sm.py

[Refactor] Remove GEMM v1 and promote gemm_py to be the canonical gemm op (#2033)

2026-04-13 12:42:44 +08:00

test_tilelang_language_negative_index.py

[Enhancement] Update examples and tests for improved type handling functionality (#1448)

2025-12-17 14:41:25 +08:00

test_tilelang_language_nvf4_mma_block_scale.py

Add T.copy_ue4m3_scale_tile scale staging helper

2026-07-10 14:28:25 +08:00

test_tilelang_language_parallel.py

test: reduce CI runtime for slow Python suites (#1932)

2026-03-18 13:08:30 +08:00

test_tilelang_language_pdl.py

[Backend] Add target detector/normalizer registeration and merge ExecutionBackend into backend module (#2323)

2026-06-09 00:35:07 +08:00

test_tilelang_language_pipeline.py

[Refactor][Pipeline] Run pipeline rewriting before layout inference and stabilize tiled WS (#2002)

2026-04-07 23:54:55 +08:00

test_tilelang_language_ptr.py

[Refactor] Phaseout legacy util map_torch_type with T.dtype.as_torch (#2075)

2026-04-21 18:27:15 +08:00

test_tilelang_language_rand.py

[CUDA][Codegen] Keep RNG state in kernel scope (#2540)

2026-07-07 14:41:03 +08:00

test_tilelang_language_reduce_maxmin_nan.py

Nan propagation option for bf16 and half16 (#1958)

2026-04-13 16:18:24 +08:00

test_tilelang_language_reduce.py

[BugFix][CuTeDSL] Complete TileKernels benchmark support (#2319)

2026-06-10 17:32:34 +08:00

test_tilelang_language_reshape.py

[Refactor] Move backend-specific GEMM implementations and transforms into backend directories (#2165)

2026-05-08 17:11:34 +08:00

test_tilelang_language_scan.py

[BugFix][CuTeDSL] Fix TileKernels scan, optional-shape, and e5m6 paths (#2369)

2026-06-17 13:41:26 +08:00

test_tilelang_language_select.py

[Refactor] Unify the usage of cast-related operators (#1757)

2026-02-02 18:47:18 +08:00

test_tilelang_language_source_kernel.py

[Feature] Introduce T.CUDASourceCodeKernel (#1970)

2026-04-17 16:48:28 +08:00

test_tilelang_language_subtype.py

[Bugfix][Subtype] Fix scalar fp4 store/load codegen for non-packed buffers (#2037)

2026-04-14 15:54:28 +08:00

test_tilelang_language_sync_threads.py

Allow variable barrier id in T.sync_threads() (#2197)

2026-05-18 14:50:43 +08:00

test_tilelang_language_tcgen05_gemm.py

[Backend] [CUDA] Support GMMA/UMMA lowering for sliced SMEM layout (actually arbitrary layout) (#2452)

2026-07-01 18:21:53 +08:00

test_tilelang_language_ternary.py

[Enhancement] Update examples and tests for improved type handling functionality (#1448)

2025-12-17 14:41:25 +08:00

test_tilelang_language_tile_schedule.py

[Language][Scheduler] Expose scalar tile scheduler state (#2553)

2026-07-08 14:34:55 +08:00

test_tilelang_language_tma_1d.py

[Language] Fix TMA 1D load test lowering (#2401)

2026-06-15 15:00:06 +08:00

test_tilelang_language_tma_copy.py

[Refactor] Refactor blockscaled TCGEN5, support .f8f6f4/.mxf8f6f4 and restore maint scripts (#2274)

2026-06-04 18:14:52 +08:00

test_tilelang_language_tma_gather_scatter.py

[Feature] Add read option to TMA store wait (#2300)

2026-05-31 03:51:36 +08:00

test_tilelang_language_tma_store.py

[Feature] Add read option to TMA store wait (#2300)

2026-05-31 03:51:36 +08:00

test_tilelang_language_transpose.py

[Feature] Add full Windows support and fix related cross-platform issues (#2093)

2026-05-06 23:08:24 +08:00

test_tilelang_language_unroll.py

[Enhancement] Improve unroll loop functionality for dynamic extent and corresponding test case (#1654)

2026-01-12 22:33:17 +08:00

test_tilelang_language_var_init.py

[Bugfix] Open Rocm ci test and fix some bugs. (#1443)

2026-01-06 02:18:29 +08:00

test_tilelang_language_vectorize.py

[Refactor] Move backend-specific GEMM implementations and transforms into backend directories (#2165)

2026-05-08 17:11:34 +08:00

test_tilelang_language_vectorized_cast.py

[Enhancement] Add vectorized fp8x2 <-> fp16/bf16 cast codegen (#2475)

2026-06-29 16:00:57 +08:00

test_tilelang_language_view.py

[TIR][IR] Update to use tirx (#2216)

2026-05-20 15:38:13 +08:00

test_tilelang_language_warp_reduce.py

[Enhancement] Update examples and tests for improved type handling functionality (#1448)

2025-12-17 14:41:25 +08:00

test_tilelang_language_warp_sync.py

[TIR][IR] Update to use tirx (#2216)

2026-05-20 15:38:13 +08:00

test_tilelang_language_warp_vote.py

[Feature] Expose multiple CUDA intrinsics (#2473)

2026-07-02 17:29:54 +08:00

test_tilelang_language_wgmma_gemm.py

[Backend] [CUDA] Support GMMA/UMMA lowering for sliced SMEM layout (actually arbitrary layout) (#2452)

2026-07-01 18:21:53 +08:00

test_tilelang_memory_leak.py

[Refactor][Pipeline] Run pipeline rewriting before layout inference and stabilize tiled WS (#2002)

2026-04-07 23:54:55 +08:00

test_tilelang_sm120_nvfp4_example_cli.py

Converge quantizer kernels and drop example debug input modes

2026-07-10 15:26:28 +08:00