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fuzz随机生成op组合 #2

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4e97376
fuzz随机生成op组合
Feb 2, 2026
b8598bd
[WIP]调整fuzz
Feb 11, 2026
cb570a6
[WIP]fuzz一个kernel能跑通
Feb 12, 2026
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122 changes: 122 additions & 0 deletions run.log
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Original file line number Diff line number Diff line change
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============================= test session starts ==============================
platform linux -- Python 3.10.19, pytest-9.0.2, pluggy-1.6.0 -- /data/m00956180/.conda/envs/mjzkd/bin/python3.10
cachedir: .pytest_cache
rootdir: /data/m00956180/runtime/ptofuzz
configfile: pyproject.toml
plugins: forked-1.6.0, repeat-0.9.4
collecting ... collected 1 item

src/fuzzer/generated_tests/test_fuzz_multi_kernel.py::TestMultiKernelFuzzing::test_fuzz_sequential_simple 2026-02-12 15:53:42.801 D | Created 1 basic blocks
2026-02-12 15:53:42.801 I | Identified 1 basic blocks
2026-02-12 15:53:42.801 D | Found 6 dependencies in block 0
2026-02-12 15:53:42.801 I | Found 6 dependency edges
2026-02-12 15:53:42.801 I | Dependency types: RAW=6, WAR=0, WAW=0
2026-02-12 15:53:42.801 D | Assigned declaration order to 8 statements
2026-02-12 15:53:42.801 D | Variable tile_a has 1 use statements
2026-02-12 15:53:42.801 D | Use at order 3
2026-02-12 15:53:42.801 D | Lifetime for tile_a: [0, 3] space=1 size=65536
2026-02-12 15:53:42.801 D | Variable tile_b has 1 use statements
2026-02-12 15:53:42.801 D | Use at order 2
2026-02-12 15:53:42.801 D | Lifetime for tile_b: [1, 2] space=1 size=65536
2026-02-12 15:53:42.801 D | Variable tmp_0 has 1 use statements
2026-02-12 15:53:42.801 D | Use at order 5
2026-02-12 15:53:42.801 D | Lifetime for tmp_0: [2, 5] space=1 size=65536
2026-02-12 15:53:42.801 D | Variable tmp_1 has 1 use statements
2026-02-12 15:53:42.801 D | Use at order 4
2026-02-12 15:53:42.801 D | Lifetime for tmp_1: [3, 4] space=1 size=65536
2026-02-12 15:53:42.801 D | Variable tmp_2 has 1 use statements
2026-02-12 15:53:42.801 D | Use at order 5
2026-02-12 15:53:42.801 D | Lifetime for tmp_2: [4, 5] space=1 size=65536
2026-02-12 15:53:42.801 D | Variable tmp_3 has 1 use statements
2026-02-12 15:53:42.801 D | Use at order 6
2026-02-12 15:53:42.801 D | Lifetime for tmp_3: [5, 6] space=1 size=65536
2026-02-12 15:53:42.801 D | Variable tmp_1 can reuse tile_b (lifetime [3, 4] vs [1, 2])
2026-02-12 15:53:42.801 D | Variable tmp_2 can reuse tile_a (lifetime [4, 5] vs [0, 3])
2026-02-12 15:53:42.801 D | Variable tmp_3 cannot reuse tile_a due to overlap with existing user tmp_2 (lifetime [5, 6] vs [4, 5])
2026-02-12 15:53:42.801 D | Variable tmp_3 can reuse tile_b (lifetime [5, 6] vs [1, 2])
2026-02-12 15:53:42.801 D | Created 1 basic blocks
2026-02-12 15:53:42.801 I | Identified 1 basic blocks
2026-02-12 15:53:42.801 D | Found 8 dependencies in block 0
2026-02-12 15:53:42.801 I | Found 8 dependency edges
2026-02-12 15:53:42.801 I | Dependency types: RAW=8, WAR=0, WAW=0
2026-02-12 15:53:42.801 D | Assigned declaration order to 9 statements
2026-02-12 15:53:42.801 D | Variable tile_a has 1 use statements
2026-02-12 15:53:42.801 D | Use at order 2
2026-02-12 15:53:42.801 D | Lifetime for tile_a: [0, 2] space=1 size=65536
2026-02-12 15:53:42.801 D | Variable tile_b has 1 use statements
2026-02-12 15:53:42.801 D | Use at order 2
2026-02-12 15:53:42.801 D | Lifetime for tile_b: [1, 2] space=1 size=65536
2026-02-12 15:53:42.801 D | Variable tmp_0 has 2 use statements
2026-02-12 15:53:42.801 D | Use at order 3
2026-02-12 15:53:42.801 D | Use at order 5
2026-02-12 15:53:42.801 D | Lifetime for tmp_0: [2, 5] space=1 size=65536
2026-02-12 15:53:42.801 D | Variable tmp_1 has 1 use statements
2026-02-12 15:53:42.801 D | Use at order 4
2026-02-12 15:53:42.801 D | Lifetime for tmp_1: [3, 4] space=1 size=65536
2026-02-12 15:53:42.801 D | Variable tmp_2 has 1 use statements
2026-02-12 15:53:42.801 D | Use at order 6
2026-02-12 15:53:42.801 D | Lifetime for tmp_2: [4, 6] space=1 size=65536
2026-02-12 15:53:42.801 D | Variable tmp_3 has 1 use statements
2026-02-12 15:53:42.801 D | Use at order 6
2026-02-12 15:53:42.801 D | Lifetime for tmp_3: [5, 6] space=1 size=65536
2026-02-12 15:53:42.801 D | Variable tmp_4 has 1 use statements
2026-02-12 15:53:42.801 D | Use at order 7
2026-02-12 15:53:42.801 D | Lifetime for tmp_4: [6, 7] space=1 size=65536
2026-02-12 15:53:42.801 D | Variable tmp_1 can reuse tile_a (lifetime [3, 4] vs [0, 2])
2026-02-12 15:53:42.801 D | Variable tmp_2 cannot reuse tile_a due to overlap with existing user tmp_1 (lifetime [4, 6] vs [3, 4])
2026-02-12 15:53:42.801 D | Variable tmp_2 can reuse tile_b (lifetime [4, 6] vs [1, 2])
2026-02-12 15:53:42.801 D | Variable tmp_3 can reuse tile_a (lifetime [5, 6] vs [0, 2])
2026-02-12 15:53:42.801 D | Variable tmp_4 cannot reuse tile_a due to overlap with existing user tmp_3 (lifetime [6, 7] vs [5, 6])
2026-02-12 15:53:42.802 D | Variable tmp_4 cannot reuse tile_b due to overlap with existing user tmp_2 (lifetime [6, 7] vs [4, 6])
2026-02-12 15:53:42.802 D | Variable tmp_4 can reuse tmp_0 (lifetime [6, 7] vs [2, 5])
2026-02-12 15:53:42.802 D | Created 1 basic blocks
2026-02-12 15:53:42.802 I | Identified 1 basic blocks
2026-02-12 15:53:42.802 D | Found 1 dependencies in block 0
2026-02-12 15:53:42.802 I | Found 1 dependency edges
2026-02-12 15:53:42.802 I | Dependency types: RAW=1, WAR=0, WAW=0
2026-02-12 15:53:42.802 D | Assigned declaration order to 3 statements
2026-02-12 15:53:42.802 W | No TileType variables found, skipping memory reuse
2026-02-12 15:53:42.803 D | Created 1 basic blocks
2026-02-12 15:53:42.803 D | Found 1 dependencies in block 0
[INFO] ensure_device_set: DeviceRunner: device=9 set, streams created
[INFO] init_runtime_impl: Registering 2 kernel(s) in init_runtime_impl
[INFO] init_runtime_impl: Loaded orchestration function: BuildOrchestrator
[INFO] init_runtime_impl: === Calling Orchestration Function ===
[INFO] init_runtime_impl: Runtime initialized. Ready for execution from Python.
[INFO] ensure_binaries_loaded: DeviceRunner: binaries loaded

=== Initialize runtime args ===

=== launch_aicpu_kernel DynTileFwkKernelServerInit===

=== launch_aicpu_kernel DynTileFwkKernelServer===

=== launch_aicore_kernel===

=== rtStreamSynchronize stream_aicpu_===

=== rtStreamSynchronize stream_aicore_===
[INFO] validate_runtime_impl: === Copying Results Back to Host ===
[INFO] validate_runtime_impl: === Cleaning Up ===
[INFO] validate_runtime_impl: Freed 1 device tensors
[INFO] validate_runtime_impl: === Finalize Complete ===
PASSED

=============================== warnings summary ===============================
../../.conda/envs/mjzkd/lib/python3.10/site-packages/torch_npu/utils/collect_env.py:58
../../.conda/envs/mjzkd/lib/python3.10/site-packages/torch_npu/utils/collect_env.py:58
/data/m00956180/.conda/envs/mjzkd/lib/python3.10/site-packages/torch_npu/utils/collect_env.py:58: UserWarning: Warning: The /usr/local/Ascend/cann-8.5.0 owner does not match the current owner.
warnings.warn(f"Warning: The {path} owner does not match the current owner.")

../../.conda/envs/mjzkd/lib/python3.10/site-packages/torch_npu/utils/collect_env.py:58
../../.conda/envs/mjzkd/lib/python3.10/site-packages/torch_npu/utils/collect_env.py:58
/data/m00956180/.conda/envs/mjzkd/lib/python3.10/site-packages/torch_npu/utils/collect_env.py:58: UserWarning: Warning: The /usr/local/Ascend/cann-8.5.0/aarch64-linux/ascend_toolkit_install.info owner does not match the current owner.
warnings.warn(f"Warning: The {path} owner does not match the current owner.")

src/fuzzer/generated_tests/test_fuzz_multi_kernel.py:24
/data/m00956180/runtime/ptofuzz/src/fuzzer/generated_tests/test_fuzz_multi_kernel.py:24: PytestCollectionWarning: cannot collect test class 'TestFuzzSequentialSimple' because it has a __init__ constructor (from: src/fuzzer/generated_tests/test_fuzz_multi_kernel.py)
class TestFuzzSequentialSimple(PTOTestCase):

-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html
======================== 1 passed, 5 warnings in 12.83s ========================
[INFO] finalize: DeviceRunner finalized
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