TileOPs-Metax/workloads
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
__init__.py [Refactor][Benchmark] Detach benchmarks from tests via workloads layer (#787) 2026-04-05 11:38:51 +08:00
bmm.py [Feat][BMM] Add FP8 BMM op (#1709) 2026-07-16 10:09:14 +08:00
elementwise.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 [Refactor][Benchmark] Narrow gen_inputs return types across workload protocols (#970) 2026-04-15 00:46:16 +08:00
fft.py [Refactor][Benchmark] Narrow gen_inputs return types across workload protocols (#970) 2026-04-15 00:46:16 +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][Benchmark] Narrow gen_inputs return types across workload protocols (#970) 2026-04-15 00:46:16 +08:00
gemm.py [Feat][GEMM] Add FP8 GEMM op (#1666) 2026-07-08 17:03:25 +08:00
grouped_gemm.py [Refactor][POOL] strip over-design and scaffolding from the merged cleanup PRs (#1779) 2026-07-27 10:05:38 +08:00
linear_attention.py [Chore][Cleanup] repo slimming: dead code, duplicated tests/benches, compat shims, file defragmentation (#1764) 2026-07-26 12:59:48 +08:00
mamba.py [Chore][Cleanup] repo slimming: dead code, duplicated tests/benches, compat shims, file defragmentation (#1764) 2026-07-26 12:59:48 +08:00
mamba2_e2e.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][Benchmark] Narrow gen_inputs return types across workload protocols (#970) 2026-04-15 00:46:16 +08:00
moe.py [Maintain][MoE] Remove padded MoE expert pipeline (#1538) 2026-06-02 20:15:33 +08:00
normalization.py [Chore][Cleanup] repo slimming: dead code, duplicated tests/benches, compat shims, file defragmentation (#1764) 2026-07-26 12:59:48 +08:00
nsa_utils.py [Refactor][Benchmark] Detach benchmarks from tests via workloads layer (#787) 2026-04-05 11:38:51 +08:00
reduction.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 [Refactor][Benchmark] Narrow gen_inputs return types across workload protocols (#970) 2026-04-15 00:46:16 +08:00
workload_base.py [Perf][Mamba] Add Mamba2 e2e benchmark and parallel DaCumsum kernel (#1557) 2026-06-09 15:01:30 +08:00