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Optimize CI validation time#307

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mouliangyu:feature-vpto-backendfrom
Zhendong404:feature-reduce-sim-time
Open

Optimize CI validation time#307
Zhendong404 wants to merge 192 commits into
mouliangyu:feature-vpto-backendfrom
Zhendong404:feature-reduce-sim-time

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mouliangyu and others added 30 commits April 28, 2026 04:36
Explain block/subblock runtime queries in workload-partitioning terms and remove redundant supported-forms wording from conversion ops docs.

Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]>
- Add detailed mode parameter documentation (mode=0 vs mode=1)
- Add 'Why get_buf/rls_buf is More Programmer-Friendly' section:
  - No manual priming/draining for ping/pong loops
  - No loop peeling for complex/nested loop dependencies
  - Simpler mental model (buffer ID + program order)
- Add quick example comparison showing set_flag overhead vs get_buf simplicity
- Update Example 2 and 3b with explicit mode=0 in code
- Update comparison table with 'Loop peeling' row
- set_flag/wait_flag: 2 IDs per buffer (1 forward + 1 reverse pipe-pair)
- get_buf/rls_buf: 1 ID per buffer (handles both directions automatically)
- 8 per pipe-pair is HW limit, not a formula
- set_flag/wait_flag: 8 IDs per pipe-pair direction (HW limit)
- get_buf/rls_buf: 1 buffer ID per shared resource (HW limit: 32 global), same ID used across all pipelines
- Event ID mgmt: each buffer occupies 1 ID per direction (removed misleading 4 IDs calc)
- Drain example: use concrete EVT_*_0/EVT_*_1 instead of {(N-1)%2} expressions
- 4 set_flag + 4 wait_flag (not 8)
- 4 IDs = 2 pipe-pair directions × 2 ping/pong buffers
- set_flag/wait_flag: 1 MTE2 load, 8 Vector slices — must peel set/wait outside loop
- get_buf/rls_buf: same pattern but acquire/release can stay inside or outside
- Acquire/release per slice inside loop
- Iteration 0 blocks until MTE2 done, iterations 1-7 proceed immediately
Add the merged v0.3 PTO micro-instruction release spec document for A5,
including ISA group references and updated synchronization notes.

Co-Authored-By: Claude Sonnet 4.6 <[email protected]>
    Introduce a three-pass pipeline that lowers PTO tile ops to vector-level
    implementations via TileLang DSL templates:

    - ExpandTileOp: invokes TileLang Python DSL to instantiate template
      functions and replaces tile ops with func.call. SpecKey covers all
      operands; tile_buf operands are passed through without bridging.
    - PTOInlineLibCall: extended to recognize tilelang instance functions via
      the  attribute set by the DSL frontend.
    - FoldTileBufIntrinsics: resolves pto.tile_buf_addr / tile_valid_rows /
      tile_valid_cols, including dynamic valid-shape via pto.bind_tile chain
      tracing.
    - MemrefToTileBuf: recovers tile_buf types from memref + bind_tile
      metadata after PlanMemory/InsertSync.
    - PTOViewToMemref: insert pto.bind_tile anchors for tile_buf function
      args so MemrefToTileBuf can recover them.

    Adds new PTO ops (tile_buf_addr/tile_valid_rows/tile_valid_cols),
    ptoas pipeline wiring, design docs, and unit tests.
Happybot and others added 26 commits April 28, 2026 04:44
32 semaphores are shared for both C->V and V->C directions:
- sema_id  0-15: communicate with AIV0 (subblock_id=0)
- sema_id 16-31: communicate with AIV1 (subblock_id=1)
-> 16 sema_id pairs available for 1:2 C:V sync per slot
* [feat] add rowsum rowmin rowmax rowargmax rowargmin

* feat(tileop): add TROWARGMAX, TROWARGMIN, TROWMAX, TROWMIN, TROWPROD, and TROWSUM test cases

* refactor(tileops): simplify initialization of min/max values and accumulator in templates

Co-authored-by: Copilot <[email protected]>

* feat(tileops): implement one-point store distance selection in row templates

Co-authored-by: Copilot <[email protected]>

---------

Co-authored-by: Copilot <[email protected]>
* add tcolmax tcolmin tileops lib implementation

* add tcolsum tcolprod tileops lib implementation

* fix license check in lib template

* fix col mask processing and add constraints check for tcolmax/min/sum/prod

* fix license check for tcolmax/min/sum/prod
…ys#167)

* add texpand/tfillpad/tfillpad_inplace/tfillpad_expand op

* revise the review comments

* Add uint16-related test cases for tfillpad/tfillpad_expand

* solve the CI problem

* revise review comments

* revise review comments

* revise review comments

---------

Co-authored-by: kangjiaming <[email protected]>
Co-authored-by: KurrinQu <[email protected]>
… been passed. (hw-native-sys#212)

* trelu tlrelu trandom 算子ST测试已通过,tsel tsels tprelu算子ST测试暂未通过

* trelu tlrelu trandom 算子ST测试已通过

* 针对评论修改trelu和tlrelu算子

* trelu, tlrelu, tprelu, tsel, tsels算子编译与ST测试均已通过

* trelu, tlrelu, tprelu, tsel, tsels算子编译与ST测试均已通过

* 添加license

* 根据评论修改,删除prelu算子后续再提

* 针对tsels ci不通过修改

---------

Co-authored-by: KurrinQu <[email protected]>
* add trowexpand op

* trowexpand series op

* trowexpand series op

* trowexpand series op
* feat: add TileOps templates and basic test cases for tcolexpand operations

* test: add tcolexpand operators test cases

* fix: 添加TODO说明tcolexpanddiv需要高精度版本

* feat: fp32使用vexpdif实现tcolexpandexpdif,fp16使用vsub+vexp

* fix: add PR386 license headers to template and test files

- Add license headers to 7 tcolexpand*_template.py files
- Add license headers to test case files (CMakeLists.txt, compare.py, launch.cpp, main.cpp, gen_data.py, cases.py)

* feat: register tcolexpand operators in CMakeLists.txt

* fix: replace aclFloat16 with uint16_t in tcolexpand test cases

- Replace aclFloat16 with uint16_t in main.cpp and launch.cpp (16 files)
- Remove duplicate license headers in 5 launch.cpp files
- Fix .pto comments: aclFloat16 -> fp16
- Remove unnecessary #include "acl/acl.h" from launch.cpp files
- Align with tpartmax implementation pattern

---------

Co-authored-by: User <[email protected]>
@Zhendong404 Zhendong404 marked this pull request as ready for review April 29, 2026 01:28
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看起来有点暴力

@mouliangyu mouliangyu force-pushed the feature-vpto-backend branch from 5e223fb to 42b74f9 Compare May 14, 2026 00:19
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