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TileOPs-Metax/tileops/kernels
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Cao Ying c986df5407
[Refactor][POOL] strip over-design and scaffolding from the merged cleanup PRs (#1779) 
## Summary

- Remove over-engineered pool hooks and private snapshot tests; make
indexed max-pool forwards explicit.
- Deduplicate GLA, Mamba, and formula tests; remove dead helpers,
commented benchmark rows, and process metadata.
- Consolidate benchmarks onto manifest workloads and
`ManifestBenchmark`; delete obsolete benchmark modules and factor
redundant sweep axes.
- Require implemented ops to declare `kernel_map` and manifest-driven
benchmark coverage, filling the corresponding manifest gaps.
- Reduce the repository by 2,415 net lines without changing runtime
operator behavior.

## Test plan

- [x] pre-commit passed
- [x] Pool tests passed: 246
- [x] Perf/formula and validator tests passed: 128
- [x] Changed benchmark modules collected: 538 nodes
- [x] Test node delta: 476 → 391 (-85)
- [x] `python scripts/validate_manifest.py --strict` passed

---------

Co-authored-by: Ibuki 🍃 — a wind born from GPTs <Ibuki-wind@users.noreply.github.com>
 		2026-07-27 10:05:38 +08:00
..
attention [Chore][Cleanup] repo slimming: dead code, duplicated tests/benches, compat shims, file defragmentation (#1764) 2026-07-26 12:59:48 +08:00
deltanet [Chore][Cleanup] repo slimming: dead code, duplicated tests/benches, compat shims, file defragmentation (#1764) 2026-07-26 12:59:48 +08:00
engram [Fix][Engram] Fix inter-block global memory write-read data race in `EngramGateConvBwdKernel` (#1730) 2026-07-20 16:58:03 +08:00
gated_deltanet [Chore][Cleanup] repo slimming: dead code, duplicated tests/benches, compat shims, file defragmentation (#1764) 2026-07-26 12:59:48 +08:00
gla [Chore][Cleanup] repo slimming: dead code, duplicated tests/benches, compat shims, file defragmentation (#1764) 2026-07-26 12:59:48 +08:00
grouped_gemm [Chore][Cleanup] repo slimming: dead code, duplicated tests/benches, compat shims, file defragmentation (#1764) 2026-07-26 12:59:48 +08:00
mamba [Chore][Cleanup] repo slimming: dead code, duplicated tests/benches, compat shims, file defragmentation (#1764) 2026-07-26 12:59:48 +08:00
mhc [Fix][MHC] Fix post shared-buffer stride (#1649) 2026-07-06 13:06:34 +08:00
moe [Chore][Cleanup] repo slimming: dead code, duplicated tests/benches, compat shims, file defragmentation (#1764) 2026-07-26 12:59:48 +08:00
norm [Chore][Cleanup] repo slimming: dead code, duplicated tests/benches, compat shims, file defragmentation (#1764) 2026-07-26 12:59:48 +08:00
pool [Chore][Cleanup] repo slimming: dead code, duplicated tests/benches, compat shims, file defragmentation (#1764) 2026-07-26 12:59:48 +08:00
reduction [Chore][Cleanup] repo slimming: dead code, duplicated tests/benches, compat shims, file defragmentation (#1764) 2026-07-26 12:59:48 +08:00
__init__.py [Feat][Pool] Implement MaxPool1d and MaxPool3d forward operators (#1731) 2026-07-21 13:59:45 +08:00
bmm.py [Feat][BMM] Add FP8 BMM op (#1709) 2026-07-16 10:09:14 +08:00
buffer_utils.py [Perf][MoE] Grouped-GEMM TMA OOB zero-fill + unpermute out=: eliminate redundant copies; add fair baseline benchmark (#1580) 2026-06-12 17:52:25 +08:00
convolution.py [Chore][Cleanup] repo slimming: dead code, duplicated tests/benches, compat shims, file defragmentation (#1764) 2026-07-26 12:59:48 +08:00
deltanet_recurrence.py [Chore][Cleanup] repo slimming: dead code, duplicated tests/benches, compat shims, file defragmentation (#1764) 2026-07-26 12:59:48 +08:00
dropout.py [Refactor] Rename base modules to <module>_base.py convention (#950) 2026-04-13 18:13:32 +08:00
elementwise.py [Refactor][POOL] strip over-design and scaffolding from the merged cleanup PRs (#1779) 2026-07-27 10:05:38 +08:00
fft.py [Chore][Cleanup] repo slimming: dead code, duplicated tests/benches, compat shims, file defragmentation (#1764) 2026-07-26 12:59:48 +08:00
fp8_lightning_indexer.py [Perf][FP8_LIGHTING_INDEXER] add kv_group==1 fast path with direct GEMM accumulation (#1707) 2026-07-15 10:55:12 +08:00
fp8_quant.py [Refactor] Rename base modules to <module>_base.py convention (#950) 2026-04-13 18:13:32 +08:00
gated_deltanet_recurrence.py [Chore][Cleanup] repo slimming: dead code, duplicated tests/benches, compat shims, file defragmentation (#1764) 2026-07-26 12:59:48 +08:00
gemm.py [Feat][GEMM] Add FP8 GEMM op (#1666) 2026-07-08 17:03:25 +08:00
gla_recurrence.py [Chore][Cleanup] repo slimming: dead code, duplicated tests/benches, compat shims, file defragmentation (#1764) 2026-07-26 12:59:48 +08:00
kernel_base.py [Chore][Cleanup] repo slimming: dead code, duplicated tests/benches, compat shims, file defragmentation (#1764) 2026-07-26 12:59:48 +08:00
online_softmax.py [Feat][Attention] Add H200 WS FP8 Tensor Core GQA kernel support (#1511) 2026-05-21 19:43:41 +08:00
rope.py [Chore][Cleanup] repo slimming: dead code, duplicated tests/benches, compat shims, file defragmentation (#1764) 2026-07-26 12:59:48 +08:00
topk_selector.py [Fix] gpu-smoke on new tvm-ffi stack (#1609) 2026-06-24 15:19:40 +08:00