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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 [CI][Nightly] Restore benchmark and op test coverage (#1712) 2026-07-19 08:10:10 +08:00
elementwise [Refactor][POOL] strip over-design and scaffolding from the merged cleanup PRs (#1779) 2026-07-27 10:05:38 +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
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
_dtype_codegen.py [Refactor][POOL] strip over-design and scaffolding from the merged cleanup PRs (#1779) 2026-07-27 10:05:38 +08:00
_roofline_codegen.py [Chore][Cleanup] repo slimming: dead code, duplicated tests/benches, compat shims, file defragmentation (#1764) 2026-07-26 12:59:48 +08:00
bmm.py [Feat][BMM] Add FP8 BMM op (#1709) 2026-07-16 10:09:14 +08:00
cb_producer.py [Perf][Mamba] Optimize Mamba2 forward: eliminate cast overhead in CB and dt tensors (#1675) 2026-07-14 11:48:53 +08:00
compile_boundary.py [Feat][OPS] compile dispatch boundary; pool declarations; design-doc audit (#1757) 2026-07-26 10:36:34 +08:00
convolution.py [Feat][CONV_POOL] Infer conv pool shape metadata from inputs (#1677) 2026-07-11 21:23:10 +08:00
da_cumsum.py [Refactor][Ops] Infer static metadata from forward inputs (#1734) 2026-07-25 12:05:17 +08:00
deltanet.py [Refactor][Ops] Infer static metadata from forward inputs (#1734) 2026-07-25 12:05:17 +08:00
deltanet_recurrence.py [Refactor][Ops] Infer static metadata from forward inputs (#1734) 2026-07-25 12:05:17 +08:00
dropout.py [Chore][Cleanup] repo slimming: dead code, duplicated tests/benches, compat shims, file defragmentation (#1764) 2026-07-26 12:59:48 +08:00
engram.py [Fix][Ops] Complete GqaSlidingWindow rename and enable RUF022 (#967) 2026-04-14 21:45:16 +08:00
engram_decode.py [Refactor] Rename base modules to <module>_base.py convention (#950) 2026-04-13 18:13:32 +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 [Refactor][Ops] Infer static metadata from forward inputs (#1734) 2026-07-25 12:05:17 +08:00
fp8_quant.py [Refactor][Ops] Infer static metadata from forward inputs (#1734) 2026-07-25 12:05:17 +08:00
gated_deltanet.py [Chore][Cleanup] repo slimming: dead code, duplicated tests/benches, compat shims, file defragmentation (#1764) 2026-07-26 12:59:48 +08:00
gated_linear_attn.py [Refactor][Ops] Infer static metadata from forward inputs (#1734) 2026-07-25 12:05:17 +08:00
gemm.py [Feat][GEMM] Add FP8 GEMM op (#1666) 2026-07-08 17:03:25 +08:00
gla.py [Refactor][Ops] Infer static metadata from forward inputs (#1734) 2026-07-25 12:05:17 +08:00
grouped_gemm.py [Refactor][Ops] Infer static metadata from forward inputs (#1734) 2026-07-25 12:05:17 +08:00
mamba2_fwd.py [Chore][Cleanup] repo slimming: dead code, duplicated tests/benches, compat shims, file defragmentation (#1764) 2026-07-26 12:59:48 +08:00
mhc.py [Refactor][Ops] Infer static metadata from forward inputs (#1734) 2026-07-25 12:05:17 +08:00
op_base.py [Feat][OPS] compile dispatch boundary; pool declarations; design-doc audit (#1757) 2026-07-26 10:36:34 +08:00
pool.py [Refactor][POOL] strip over-design and scaffolding from the merged cleanup PRs (#1779) 2026-07-27 10:05:38 +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
ssd_chunk_scan.py [Refactor][Ops] Infer static metadata from forward inputs (#1734) 2026-07-25 12:05:17 +08:00
ssd_chunk_state.py [Refactor][Ops] Infer static metadata from forward inputs (#1734) 2026-07-25 12:05:17 +08:00
ssd_decode.py [Refactor][Ops] Infer static metadata from forward inputs (#1734) 2026-07-25 12:05:17 +08:00
ssd_state_passing.py [Refactor][Ops] Infer static metadata from forward inputs (#1734) 2026-07-25 12:05:17 +08:00
topk_selector.py [Refactor][Ops] Infer static metadata from forward inputs (#1734) 2026-07-25 12:05:17 +08:00