Re-sync with internal repository #2

facebook-github-bot · 2023-07-03T17:22:02Z

The internal and external repositories are out of sync. This attempts to brings them back in sync by patching the GitHub repository. Please carefully review this patch. You must disable ShipIt for your project in order to merge this pull request. DO NOT IMPORT this pull request. Instead, merge it directly on GitHub using the MERGE BUTTON. Re-enable ShipIt after merging.

…ty/pybind11" pytorch#2 Summary: Incrementally updating this over Differential Revision: D52018058

…ty/pybind11" #2 (#1433) Summary: Pull Request resolved: #1433 Incrementally updating this over Differential Revision: D52018058 fbshipit-source-id: fc460e8ca59c4e24828f5a199de011004755d29a

Before: Each node contains a `UniformParamsBuffer`. After: Each node contains a `std::vector<std::shared_ptr<UniformParamsBuffer>>`. In follow up changes, we will break up parameters to be passed via multiple UniformParamsBuffer, since 1. some are tensor-specific (e.g. image extents) and 2. others are operator-specific (e.g. alpha for binary ops). Hence, we need **`std::vector`**. We are adding the methods for #1 in #2340. Since #1 and #2 will be owned by different objects, we need **pointers**. Since #1 is owned by `vTensor` which is non-copyable, we can't use unique_ptr so we need **`std::shared_ptr`**. Differential Revision: [D54691831](https://our.internmc.facebook.com/intern/diff/D54691831/) [ghstack-poisoned]

Before: Each node contains a `UniformParamsBuffer`. After: Each node contains a `std::vector<std::shared_ptr<UniformParamsBuffer>>`. In follow up changes, we will break up parameters to be passed via multiple UniformParamsBuffer, since 1. some are tensor-specific (e.g. image extents) and 2. others are operator-specific (e.g. alpha for binary ops). Hence, we need **`std::vector`**. We are adding the methods for #1 in #2340. Since #1 and #2 will be owned by different objects, we need **pointers**. Since #1 is owned by `vTensor` which is non-copyable, we can't use unique_ptr so we need **`std::shared_ptr`**. Differential Revision: [D54691831](https://our.internmc.facebook.com/intern/diff/D54691831/) ghstack-source-id: 218195447 Pull Request resolved: #2348

Summary: bypass-github-export-checks Pull Request resolved: #2348 Before: Each node contains a `UniformParamsBuffer`. After: Each node contains a `std::vector<std::shared_ptr<UniformParamsBuffer>>`. In follow up changes, we will break up parameters to be passed via multiple UniformParamsBuffer, since 1. some are tensor-specific (e.g. image extents) and 2. others are operator-specific (e.g. alpha for binary ops). Hence, we need **`std::vector`**. We are adding the methods for #1 in #2340. Since #1 and #2 will be owned by different objects, we need **pointers**. Since #1 is owned by `vTensor` which is non-copyable, we can't use unique_ptr so we need **`std::shared_ptr`**. ghstack-source-id: 218195447 exported-using-ghexport Reviewed By: SS-JIA Differential Revision: D54691831 fbshipit-source-id: 84ab9f777e247fd56234290ed7f7343b9701c73f

In #2271, we already added - IntList - DoubleList - BoolList - ValueList to the schema and the runtime's Value class. Their serialization was incomplete missing two components: 1. Receiving a list in `torch.fx.Node.args`. 2. Receiving a non-tensor in `torch.fx.Node`. This change completes #2. Also, we introduce a specific handler for `getitem` nodes as it is required. Every `function_call` outputting non-tensor `torch.fx.Node` is followed by a special `getitem` `function_call`. Differential Revision: [D54789099](https://our.internmc.facebook.com/intern/diff/D54789099/) [ghstack-poisoned]

In #2271, we already added - IntList - DoubleList - BoolList - ValueList to the schema and the runtime's Value class. Their serialization was incomplete missing two components: 1. Receiving a list in `torch.fx.Node.args`. 2. Receiving a non-tensor in `torch.fx.Node`. This change completes #2. Also, we introduce a specific handler for `getitem` nodes as it is required. Every `function_call` outputting non-tensor `torch.fx.Node` is followed by a special `getitem` `function_call`. Differential Revision: [D54789099](https://our.internmc.facebook.com/intern/diff/D54789099/) ghstack-source-id: 218541429 Pull Request resolved: #2405

Summary: bypass-github-export-checks Pull Request resolved: #2405 In #2271, we already added - IntList - DoubleList - BoolList - ValueList to the schema and the runtime's Value class. Their serialization was incomplete missing two components: 1. Receiving a list in `torch.fx.Node.args`. 2. Receiving a non-tensor in `torch.fx.Node`. This change completes #2. Also, we introduce a specific handler for `getitem` nodes as it is required. Every `function_call` outputting non-tensor `torch.fx.Node` is followed by a special `getitem` `function_call`. ghstack-source-id: 218541429 exported-using-ghexport Reviewed By: SS-JIA Differential Revision: D54789099 fbshipit-source-id: 1e58cbc0246a8c651d95e9ef6707bacb60066e2b

* Add linter * Fix lint * Fix lint pytorch#2

* Fix lint * Fix lint * Fix lint pytorch#2 * Fix lint pytorch#3 * Fix lint pytorch#4 * Fix lint pytorch#5 * Fix lint pytorch#6 * Fix lint pytorch#7 * Fix lint pytorch#8 * Fix lint pytorch#9 * Fix lint pytorch#9 * Fix lint pytorch#9 * Fix lint pytorch#9 * Fix lint pytorch#9

* Fix mpsdelegate linking for pybind portable lib * Fix logging * Log expected output * Fix logging pytorch#2

Summary: Fix remaining warnings when building MPS delegate with older iOS SDKs cc shoumikhin, cccclai Pull Request resolved: #5365 Reviewed By: kirklandsign Differential Revision: D62668033 Pulled By: shoumikhin fbshipit-source-id: efcb8449b1f38259914c76337e12dc38487bf36b

Summary: python -m executorch.examples.models.llama2.export_llama --disable_dynamic_shape --qnn --pt2e_quantize qnn_16a4w Segfault error stacktrace ``` [INFO] [Qnn ExecuTorch]: Initialize Qnn backend parameters for Qnn executorch backend type 2 [INFO] [Qnn ExecuTorch]: Caching: Caching is in SAVE MODE. [WARNING] [Qnn ExecuTorch]: Qnn API version 2.19.0 is used. The version is tested against 2.18.0. [INFO] [Qnn ExecuTorch]: Running level=3 optimization. AddressSanitizer:DEADLYSIGNAL ================================================================= ==1523599==ERROR: AddressSanitizer: SEGV on unknown address 0x000000000020 (pc 0x7f1585ee38e2 bp 0x7f16d5ab8800 sp 0x7ffed19ab8b0 T0) ==1523599==The signal is caused by a READ memory access. ==1523599==Hint: address points to the zero page. SCARINESS: 10 (null-deref) #0 0x7f1585ee38e2 (/home/chenlai/fbsource/third-party/qualcomm/qnn/qnn-2.26/lib/x86_64-linux-clang/libQnnHtp.so+0x2ce38e2) (BuildId: bc3ab8ddc89a0e65) #1 0x7f1585dd8926 (/home/chenlai/fbsource/third-party/qualcomm/qnn/qnn-2.26/lib/x86_64-linux-clang/libQnnHtp.so+0x2bd8926) (BuildId: bc3ab8ddc89a0e65) #2 0x7f15844d1161 (/home/chenlai/fbsource/third-party/qualcomm/qnn/qnn-2.26/lib/x86_64-linux-clang/libQnnHtp.so+0x12d1161) (BuildId: bc3ab8ddc89a0e65) #3 0x7f15844dcac6 (/home/chenlai/fbsource/third-party/qualcomm/qnn/qnn-2.26/lib/x86_64-linux-clang/libQnnHtp.so+0x12dcac6) (BuildId: bc3ab8ddc89a0e65) #4 0x7f15844d245b (/home/chenlai/fbsource/third-party/qualcomm/qnn/qnn-2.26/lib/x86_64-linux-clang/libQnnHtp.so+0x12d245b) (BuildId: bc3ab8ddc89a0e65) pytorch#5 0x7f15b9bc7b21 in auto torch::executor::qnn::QnnInterface::qnn_backend_validate_op_config<void*, Qnn_OpConfig_t>(void*, Qnn_OpConfig_t) const fbcode/executorch/backends/qualcomm/runtime/backends/QnnFunctionInterface.h:39 pytorch#6 0x7f15b9bc7682 in torch::executor::qnn::QnnBackend::BackendValidateOpConfig(Qnn_OpConfig_t const&) fbcode/executorch/backends/qualcomm/runtime/backends/QnnBackendCommon.h:41 pytorch#7 0x7f15b9bc7115 in torch::executor::qnn::QnnManager::IsNodeSupportedByBackend(std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&) fbcode/executorch/backends/qualcomm/runtime/QnnManager.cpp:450 pytorch#8 0x7f15b9dd44ee in torch::executor::qnn::PyQnnManager::IsNodeSupportedByBackend(std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&) fbcode/executorch/backends/qualcomm/aot/python/PyQnnManagerAdaptor.h:57 pytorch#9 0x7f15b9e5b986 in pybind11::cpp_function::cpp_function<bool, torch::executor::qnn::PyQnnManager, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&, pybind11::name, pybind11::is_method, pybind11::sibling>(bool (torch::executor::qnn::PyQnnManager::*)(std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&), pybind11::name const&, pybind11::is_method const&, pybind11::sibling const&)::'lambda'(torch::executor::qnn::PyQnnManager*, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&)::operator()(torch::executor::qnn::PyQnnManager*, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&) const fbsource/pybind11/pybind11.h:84 pytorch#10 0x7f15b9e5b8b5 in bool pybind11::detail::argument_loader<torch::executor::qnn::PyQnnManager*, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&>::call_impl<bool, pybind11::cpp_function::cpp_function<bool, torch::executor::qnn::PyQnnManager, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&, pybind11::name, pybind11::is_method, pybind11::sibling>(bool (torch::executor::qnn::PyQnnManager::*)(std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&), pybind11::name const&, pybind11::is_method const&, pybind11::sibling const&)::'lambda'(torch::executor::qnn::PyQnnManager*, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&)&, 0ul, 1ul, pybind11::detail::void_type>(torch::executor::qnn::PyQnnManager&&, std::integer_sequence<unsigned long, 0ul, 1ul>, pybind11::detail::void_type&&) && fbsource/pybind11/cast.h:2042 pytorch#11 0x7f15b9e53831 in std::enable_if<!std::is_void<bool>::value, bool>::type pybind11::detail::argument_loader<torch::executor::qnn::PyQnnManager*, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&>::call<bool, pybind11::detail::void_type, pybind11::cpp_function::cpp_function<bool, torch::executor::qnn::PyQnnManager, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&, pybind11::name, pybind11::is_method, pybind11::sibling>(bool (torch::executor::qnn::PyQnnManager::*)(std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&), pybind11::name const&, pybind11::is_method const&, pybind11::sibling const&)::'lambda'(torch::executor::qnn::PyQnnManager*, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&)&>(pybind11::cpp_function::cpp_function<bool, torch::executor::qnn::PyQnnManager, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&, pybind11::name, pybind11::is_method, pybind11::sibling>(bool (torch::executor::qnn::PyQnnManager::*)(std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&), pybind11::name const&, pybind11::is_method const&, pybind11::sibling const&)::'lambda'(torch::executor::qnn::PyQnnManager*, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&)&) && fbsource/pybind11/cast.h:2014 pytorch#12 0x7f15b9e53454 in void pybind11::cpp_function::initialize<pybind11::cpp_function::cpp_function<bool, torch::executor::qnn::PyQnnManager, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&, pybind11::name, pybind11::is_method, pybind11::sibling>(bool (torch::executor::qnn::PyQnnManager::*)(std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&), pybind11::name const&, pybind11::is_method const&, pybind11::sibling const&)::'lambda'(torch::executor::qnn::PyQnnManager*, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&), bool, torch::executor::qnn::PyQnnManager*, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&, pybind11::name, pybind11::is_method, pybind11::sibling>(bool&&, torch::executor::qnn::PyQnnManager (*)(std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&), pybind11::name const&, pybind11::is_method const&, pybind11::sibling const&)::'lambda'(pybind11::detail::function_call&)::operator()(pybind11::detail::function_call&) const fbsource/pybind11/pybind11.h:193 pytorch#13 0x7f15b9e530d3 in void pybind11::cpp_function::initialize<pybind11::cpp_function::cpp_function<bool, torch::executor::qnn::PyQnnManager, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&, pybind11::name, pybind11::is_method, pybind11::sibling>(bool (torch::executor::qnn::PyQnnManager::*)(std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&), pybind11::name const&, pybind11::is_method const&, pybind11::sibling const&)::'lambda'(torch::executor::qnn::PyQnnManager*, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&), bool, torch::executor::qnn::PyQnnManager*, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&, pybind11::name, pybind11::is_method, pybind11::sibling>(bool&&, torch::executor::qnn::PyQnnManager (*)(std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&), pybind11::name const&, pybind11::is_method const&, pybind11::sibling const&)::'lambda'(pybind11::detail::function_call&)::__invoke(pybind11::detail::function_call&) fbsource/pybind11/pybind11.h:170 pytorch#14 0x7f15b9d8f707 in pybind11::cpp_function::dispatcher(_object*, _object*, _object*) fbsource/pybind11/pybind11.h:767 pytorch#15 0x327141 in cfunction_call(_object*, _object*, _object*) (.__uniq.281047882695835599676768160755749362799) (/usr/local/fbcode/platform010/bin/python3.10+0x327141) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#16 0x349630 in _PyObject_MakeTpCall (/usr/local/fbcode/platform010/bin/python3.10+0x349630) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#17 0x5897d4 in method_vectorcall(_object*, _object* const*, unsigned long, _object*) (.__uniq.243338978568352371442406765225626566013.llvm.6236606370933165261) (/usr/local/fbcode/platform010/bin/python3.10+0x5897d4) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#18 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#19 0x331421 in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x331421) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#20 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#21 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#22 0x3313f2 in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3313f2) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#23 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#24 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#25 0x3313f2 in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3313f2) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#26 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#27 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#28 0x3313f2 in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3313f2) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#29 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#30 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#31 0x331577 in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x331577) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#32 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#33 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#34 0x3313f2 in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3313f2) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#35 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#36 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#37 0x3313f2 in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3313f2) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#38 0x39b8ca in _PyEval_Vector (/usr/local/fbcode/platform010/bin/python3.10+0x39b8ca) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#39 0x39ad7d in _PyObject_FastCallDictTstate (/usr/local/fbcode/platform010/bin/python3.10+0x39ad7d) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#40 0x3c8b72 in slot_tp_call(_object*, _object*, _object*) (.__uniq.235726554139783955843240177532338160225) (/usr/local/fbcode/platform010/bin/python3.10+0x3c8b72) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#41 0x392ca8 in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x392ca8) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#42 0x3314ca in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3314ca) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#43 0x39b8ca in _PyEval_Vector (/usr/local/fbcode/platform010/bin/python3.10+0x39b8ca) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#44 0x331b18 in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x331b18) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#45 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#46 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#47 0x3314ca in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3314ca) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#48 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#49 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#50 0x3313f2 in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3313f2) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#51 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#52 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#53 0x3313f2 in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3313f2) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#54 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#55 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#56 0x3314ca in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3314ca) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#57 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#58 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#59 0x3314ca in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3314ca) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#60 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#61 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#62 0x3314ca in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3314ca) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#63 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#64 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#65 0x3314ca in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3314ca) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#66 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#67 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#68 0x3314ca in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3314ca) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#69 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#70 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#71 0x3314ca in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3314ca) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#72 0x39b8ca in _PyEval_Vector (/usr/local/fbcode/platform010/bin/python3.10+0x39b8ca) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#73 0x431565 in PyEval_EvalCode (/usr/local/fbcode/platform010/bin/python3.10+0x431565) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#74 0x431447 in run_mod(_mod*, _object*, _object*, _object*, PyCompilerFlags*, _arena*) (.__uniq.251861886623903963524397139660542440724.llvm.17622910512627074885) (/usr/local/fbcode/platform010/bin/python3.10+0x431447) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#75 0x4e3054 in pyrun_file(_IO_FILE*, _object*, int, _object*, _object*, int, PyCompilerFlags*) (.__uniq.251861886623903963524397139660542440724) (/usr/local/fbcode/platform010/bin/python3.10+0x4e3054) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#76 0x4e2b54 in _PyRun_SimpleFileObject (/usr/local/fbcode/platform010/bin/python3.10+0x4e2b54) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#77 0x4e28f1 in _PyRun_AnyFileObject (/usr/local/fbcode/platform010/bin/python3.10+0x4e28f1) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#78 0x4d4a54 in Py_RunMain (/usr/local/fbcode/platform010/bin/python3.10+0x4d4a54) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#79 0x4d286b in pymain_main(_PyArgv*) (.__uniq.297908980262787110426434251325078884054) (/usr/local/fbcode/platform010/bin/python3.10+0x4d286b) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#80 0x4d2759 in Py_BytesMain (/usr/local/fbcode/platform010/bin/python3.10+0x4d2759) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#81 0x7f19e282c656 in __libc_start_call_main (/usr/local/fbcode/platform010/lib/libc.so.6+0x2c656) (BuildId: 93cdceeb8322234c38e1f2c93ad0ff10c7632fa6) pytorch#82 0x7f19e282c717 in __libc_start_main@GLIBC_2.2.5 (/usr/local/fbcode/platform010/lib/libc.so.6+0x2c717) (BuildId: 93cdceeb8322234c38e1f2c93ad0ff10c7632fa6) pytorch#83 0x553d90 in _start (/usr/local/fbcode/platform010/bin/python3.10+0x553d90) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) AddressSanitizer can not provide additional info. AddressSanitizer: SEGV (/home/chenlai/fbsource/third-party/qualcomm/qnn/qnn-2.26/lib/x86_64-linux-clang/libQnnHtp.so+0x2ce38e2) (BuildId: bc3ab8ddc89a0e65) ==1523599==ABORTING ``` Differential Revision: D63736779

Summary: python -m executorch.examples.models.llama2.export_llama --disable_dynamic_shape --qnn --pt2e_quantize qnn_16a4w Segfault error stacktrace ``` [INFO] [Qnn ExecuTorch]: Initialize Qnn backend parameters for Qnn executorch backend type 2 [INFO] [Qnn ExecuTorch]: Caching: Caching is in SAVE MODE. [WARNING] [Qnn ExecuTorch]: Qnn API version 2.19.0 is used. The version is tested against 2.18.0. [INFO] [Qnn ExecuTorch]: Running level=3 optimization. AddressSanitizer:DEADLYSIGNAL ================================================================= ==1523599==ERROR: AddressSanitizer: SEGV on unknown address 0x000000000020 (pc 0x7f1585ee38e2 bp 0x7f16d5ab8800 sp 0x7ffed19ab8b0 T0) ==1523599==The signal is caused by a READ memory access. ==1523599==Hint: address points to the zero page. SCARINESS: 10 (null-deref) #0 0x7f1585ee38e2 (/home/chenlai/fbsource/third-party/qualcomm/qnn/qnn-2.26/lib/x86_64-linux-clang/libQnnHtp.so+0x2ce38e2) (BuildId: bc3ab8ddc89a0e65) #1 0x7f1585dd8926 (/home/chenlai/fbsource/third-party/qualcomm/qnn/qnn-2.26/lib/x86_64-linux-clang/libQnnHtp.so+0x2bd8926) (BuildId: bc3ab8ddc89a0e65) pytorch#2 0x7f15844d1161 (/home/chenlai/fbsource/third-party/qualcomm/qnn/qnn-2.26/lib/x86_64-linux-clang/libQnnHtp.so+0x12d1161) (BuildId: bc3ab8ddc89a0e65) pytorch#3 0x7f15844dcac6 (/home/chenlai/fbsource/third-party/qualcomm/qnn/qnn-2.26/lib/x86_64-linux-clang/libQnnHtp.so+0x12dcac6) (BuildId: bc3ab8ddc89a0e65) pytorch#4 0x7f15844d245b (/home/chenlai/fbsource/third-party/qualcomm/qnn/qnn-2.26/lib/x86_64-linux-clang/libQnnHtp.so+0x12d245b) (BuildId: bc3ab8ddc89a0e65) pytorch#5 0x7f15b9bc7b21 in auto torch::executor::qnn::QnnInterface::qnn_backend_validate_op_config<void*, Qnn_OpConfig_t>(void*, Qnn_OpConfig_t) const fbcode/executorch/backends/qualcomm/runtime/backends/QnnFunctionInterface.h:39 pytorch#6 0x7f15b9bc7682 in torch::executor::qnn::QnnBackend::BackendValidateOpConfig(Qnn_OpConfig_t const&) fbcode/executorch/backends/qualcomm/runtime/backends/QnnBackendCommon.h:41 pytorch#7 0x7f15b9bc7115 in torch::executor::qnn::QnnManager::IsNodeSupportedByBackend(std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&) fbcode/executorch/backends/qualcomm/runtime/QnnManager.cpp:450 pytorch#8 0x7f15b9dd44ee in torch::executor::qnn::PyQnnManager::IsNodeSupportedByBackend(std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&) fbcode/executorch/backends/qualcomm/aot/python/PyQnnManagerAdaptor.h:57 pytorch#9 0x7f15b9e5b986 in pybind11::cpp_function::cpp_function<bool, torch::executor::qnn::PyQnnManager, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&, pybind11::name, pybind11::is_method, pybind11::sibling>(bool (torch::executor::qnn::PyQnnManager::*)(std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&), pybind11::name const&, pybind11::is_method const&, pybind11::sibling const&)::'lambda'(torch::executor::qnn::PyQnnManager*, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&)::operator()(torch::executor::qnn::PyQnnManager*, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&) const fbsource/pybind11/pybind11.h:84 pytorch#10 0x7f15b9e5b8b5 in bool pybind11::detail::argument_loader<torch::executor::qnn::PyQnnManager*, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&>::call_impl<bool, pybind11::cpp_function::cpp_function<bool, torch::executor::qnn::PyQnnManager, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&, pybind11::name, pybind11::is_method, pybind11::sibling>(bool (torch::executor::qnn::PyQnnManager::*)(std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&), pybind11::name const&, pybind11::is_method const&, pybind11::sibling const&)::'lambda'(torch::executor::qnn::PyQnnManager*, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&)&, 0ul, 1ul, pybind11::detail::void_type>(torch::executor::qnn::PyQnnManager&&, std::integer_sequence<unsigned long, 0ul, 1ul>, pybind11::detail::void_type&&) && fbsource/pybind11/cast.h:2042 pytorch#11 0x7f15b9e53831 in std::enable_if<!std::is_void<bool>::value, bool>::type pybind11::detail::argument_loader<torch::executor::qnn::PyQnnManager*, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&>::call<bool, pybind11::detail::void_type, pybind11::cpp_function::cpp_function<bool, torch::executor::qnn::PyQnnManager, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&, pybind11::name, pybind11::is_method, pybind11::sibling>(bool (torch::executor::qnn::PyQnnManager::*)(std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&), pybind11::name const&, pybind11::is_method const&, pybind11::sibling const&)::'lambda'(torch::executor::qnn::PyQnnManager*, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&)&>(pybind11::cpp_function::cpp_function<bool, torch::executor::qnn::PyQnnManager, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&, pybind11::name, pybind11::is_method, pybind11::sibling>(bool (torch::executor::qnn::PyQnnManager::*)(std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&), pybind11::name const&, pybind11::is_method const&, pybind11::sibling const&)::'lambda'(torch::executor::qnn::PyQnnManager*, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&)&) && fbsource/pybind11/cast.h:2014 pytorch#12 0x7f15b9e53454 in void pybind11::cpp_function::initialize<pybind11::cpp_function::cpp_function<bool, torch::executor::qnn::PyQnnManager, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&, pybind11::name, pybind11::is_method, pybind11::sibling>(bool (torch::executor::qnn::PyQnnManager::*)(std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&), pybind11::name const&, pybind11::is_method const&, pybind11::sibling const&)::'lambda'(torch::executor::qnn::PyQnnManager*, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&), bool, torch::executor::qnn::PyQnnManager*, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&, pybind11::name, pybind11::is_method, pybind11::sibling>(bool&&, torch::executor::qnn::PyQnnManager (*)(std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&), pybind11::name const&, pybind11::is_method const&, pybind11::sibling const&)::'lambda'(pybind11::detail::function_call&)::operator()(pybind11::detail::function_call&) const fbsource/pybind11/pybind11.h:193 pytorch#13 0x7f15b9e530d3 in void pybind11::cpp_function::initialize<pybind11::cpp_function::cpp_function<bool, torch::executor::qnn::PyQnnManager, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&, pybind11::name, pybind11::is_method, pybind11::sibling>(bool (torch::executor::qnn::PyQnnManager::*)(std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&), pybind11::name const&, pybind11::is_method const&, pybind11::sibling const&)::'lambda'(torch::executor::qnn::PyQnnManager*, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&), bool, torch::executor::qnn::PyQnnManager*, std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&, pybind11::name, pybind11::is_method, pybind11::sibling>(bool&&, torch::executor::qnn::PyQnnManager (*)(std::vector<std::shared_ptr<torch::executor::qnn::OpWrapper>, std::allocator<std::shared_ptr<torch::executor::qnn::OpWrapper>>>&), pybind11::name const&, pybind11::is_method const&, pybind11::sibling const&)::'lambda'(pybind11::detail::function_call&)::__invoke(pybind11::detail::function_call&) fbsource/pybind11/pybind11.h:170 pytorch#14 0x7f15b9d8f707 in pybind11::cpp_function::dispatcher(_object*, _object*, _object*) fbsource/pybind11/pybind11.h:767 pytorch#15 0x327141 in cfunction_call(_object*, _object*, _object*) (.__uniq.281047882695835599676768160755749362799) (/usr/local/fbcode/platform010/bin/python3.10+0x327141) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#16 0x349630 in _PyObject_MakeTpCall (/usr/local/fbcode/platform010/bin/python3.10+0x349630) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#17 0x5897d4 in method_vectorcall(_object*, _object* const*, unsigned long, _object*) (.__uniq.243338978568352371442406765225626566013.llvm.6236606370933165261) (/usr/local/fbcode/platform010/bin/python3.10+0x5897d4) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#18 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#19 0x331421 in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x331421) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#20 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#21 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#22 0x3313f2 in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3313f2) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#23 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#24 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#25 0x3313f2 in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3313f2) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#26 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#27 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#28 0x3313f2 in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3313f2) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#29 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#30 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#31 0x331577 in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x331577) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#32 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#33 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#34 0x3313f2 in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3313f2) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#35 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#36 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#37 0x3313f2 in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3313f2) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#38 0x39b8ca in _PyEval_Vector (/usr/local/fbcode/platform010/bin/python3.10+0x39b8ca) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#39 0x39ad7d in _PyObject_FastCallDictTstate (/usr/local/fbcode/platform010/bin/python3.10+0x39ad7d) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#40 0x3c8b72 in slot_tp_call(_object*, _object*, _object*) (.__uniq.235726554139783955843240177532338160225) (/usr/local/fbcode/platform010/bin/python3.10+0x3c8b72) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#41 0x392ca8 in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x392ca8) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#42 0x3314ca in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3314ca) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#43 0x39b8ca in _PyEval_Vector (/usr/local/fbcode/platform010/bin/python3.10+0x39b8ca) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#44 0x331b18 in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x331b18) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#45 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#46 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#47 0x3314ca in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3314ca) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#48 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#49 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#50 0x3313f2 in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3313f2) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#51 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#52 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#53 0x3313f2 in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3313f2) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#54 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#55 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#56 0x3314ca in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3314ca) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#57 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#58 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#59 0x3314ca in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3314ca) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#60 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#61 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#62 0x3314ca in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3314ca) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#63 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#64 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#65 0x3314ca in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3314ca) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#66 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#67 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#68 0x3314ca in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3314ca) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#69 0x327547 in _PyFunction_Vectorcall (/usr/local/fbcode/platform010/bin/python3.10+0x327547) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#70 0x3928df in call_function(_ts*, PyTraceInfo*, _object***, long, _object*) (.__uniq.79849310599369217189729546442812793949) (/usr/local/fbcode/platform010/bin/python3.10+0x3928df) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#71 0x3314ca in _PyEval_EvalFrameDefault (/usr/local/fbcode/platform010/bin/python3.10+0x3314ca) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#72 0x39b8ca in _PyEval_Vector (/usr/local/fbcode/platform010/bin/python3.10+0x39b8ca) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#73 0x431565 in PyEval_EvalCode (/usr/local/fbcode/platform010/bin/python3.10+0x431565) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#74 0x431447 in run_mod(_mod*, _object*, _object*, _object*, PyCompilerFlags*, _arena*) (.__uniq.251861886623903963524397139660542440724.llvm.17622910512627074885) (/usr/local/fbcode/platform010/bin/python3.10+0x431447) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#75 0x4e3054 in pyrun_file(_IO_FILE*, _object*, int, _object*, _object*, int, PyCompilerFlags*) (.__uniq.251861886623903963524397139660542440724) (/usr/local/fbcode/platform010/bin/python3.10+0x4e3054) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#76 0x4e2b54 in _PyRun_SimpleFileObject (/usr/local/fbcode/platform010/bin/python3.10+0x4e2b54) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#77 0x4e28f1 in _PyRun_AnyFileObject (/usr/local/fbcode/platform010/bin/python3.10+0x4e28f1) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#78 0x4d4a54 in Py_RunMain (/usr/local/fbcode/platform010/bin/python3.10+0x4d4a54) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#79 0x4d286b in pymain_main(_PyArgv*) (.__uniq.297908980262787110426434251325078884054) (/usr/local/fbcode/platform010/bin/python3.10+0x4d286b) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#80 0x4d2759 in Py_BytesMain (/usr/local/fbcode/platform010/bin/python3.10+0x4d2759) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) pytorch#81 0x7f19e282c656 in __libc_start_call_main (/usr/local/fbcode/platform010/lib/libc.so.6+0x2c656) (BuildId: 93cdceeb8322234c38e1f2c93ad0ff10c7632fa6) pytorch#82 0x7f19e282c717 in __libc_start_main@GLIBC_2.2.5 (/usr/local/fbcode/platform010/lib/libc.so.6+0x2c717) (BuildId: 93cdceeb8322234c38e1f2c93ad0ff10c7632fa6) pytorch#83 0x553d90 in _start (/usr/local/fbcode/platform010/bin/python3.10+0x553d90) (BuildId: a620038add613fd8585eb50983ca8e455d54738e) AddressSanitizer can not provide additional info. AddressSanitizer: SEGV (/home/chenlai/fbsource/third-party/qualcomm/qnn/qnn-2.26/lib/x86_64-linux-clang/libQnnHtp.so+0x2ce38e2) (BuildId: bc3ab8ddc89a0e65) ==1523599==ABORTING ``` Differential Revision: D63736779

Reviewed By: zonglinpeng Differential Revision: D75034439

) Summary: Pull Request resolved: pytorch#11011 Reviewed By: zonglinpeng Differential Revision: D75034439

Differential Revision: D75034439

) Summary: Pull Request resolved: pytorch#11011 Reviewed By: zonglinpeng Differential Revision: D75034439

Differential Revision: D75034439

) Summary: Pull Request resolved: pytorch#11011 Reviewed By: zonglinpeng Differential Revision: D75034439

Differential Revision: D75034439

) Summary: Pull Request resolved: pytorch#11011 Reviewed By: zonglinpeng Differential Revision: D75034439

Differential Revision: D75034439 Pull Request resolved: #11011

Summary: index should always be smaller than weight.size(0). Adding this check in `op_embedding`. This is to avoid wild-addr-read error: ``` AddressSanitizer:DEADLYSIGNAL ================================================================= ==3544359==ERROR: AddressSanitizer: SEGV on unknown address 0x7fce2364bc00 (pc 0x000002d225a0 bp 0x7ffffc792a40 sp 0x7ffffc792990 T0) ==3544359==The signal is caused by a READ memory access. SCARINESS: 20 (wild-addr-read) #0 0x2d225a0 in void torch::executor::native::(anonymous namespace)::embedding_byte_per_channel<signed char, c10::Half, float>(executorch::runtime::etensor::Tensor const&, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::Tensor> const&, executorch::runtime::etensor::Tensor const&, executorch::runtime::etensor::Tensor&) xplat/executorch/kernels/quantized/cpu/op_embedding.cpp:175 #1 0x2d22367 in torch::executor::native::quantized_embedding_byte_dtype_out(executorch::runtime::etensor::Tensor const&, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::Tensor> const&, long, long, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::ScalarType>, executorch::runtime::etensor::Tensor&)::$_0::operator()() const::'lambda0'()::operator()() const::'lambda'()::operator()() const::'lambda0'()::operator()() const::'lambda'()::operator()() const::'lambda'()::operator()() const xplat/executorch/kernels/quantized/cpu/op_embedding.cpp:303 #2 0x2d2223d in torch::executor::native::quantized_embedding_byte_dtype_out(executorch::runtime::etensor::Tensor const&, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::Tensor> const&, long, long, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::ScalarType>, executorch::runtime::etensor::Tensor&)::$_0::operator()() const::'lambda0'()::operator()() const::'lambda'()::operator()() const::'lambda0'()::operator()() const::'lambda'()::operator()() const xplat/executorch/kernels/quantized/cpu/op_embedding.cpp:303 #3 0x2d21d37 in torch::executor::native::quantized_embedding_byte_dtype_out(executorch::runtime::etensor::Tensor const&, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::Tensor> const&, long, long, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::ScalarType>, executorch::runtime::etensor::Tensor&)::$_0::operator()() const::'lambda0'()::operator()() const::'lambda'()::operator()() const::'lambda0'()::operator()() const xplat/executorch/kernels/quantized/cpu/op_embedding.cpp:303 #4 0x2d21bca in torch::executor::native::quantized_embedding_byte_dtype_out(executorch::runtime::etensor::Tensor const&, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::Tensor> const&, long, long, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::ScalarType>, executorch::runtime::etensor::Tensor&)::$_0::operator()() const::'lambda0'()::operator()() const::'lambda'()::operator()() const xplat/executorch/kernels/quantized/cpu/op_embedding.cpp:303 #5 0x2d20f8f in torch::executor::native::quantized_embedding_byte_dtype_out(executorch::runtime::etensor::Tensor const&, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::Tensor> const&, long, long, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::ScalarType>, executorch::runtime::etensor::Tensor&)::$_0::operator()() const::'lambda0'()::operator()() const xplat/executorch/kernels/quantized/cpu/op_embedding.cpp:303 #6 0x2d20e13 in torch::executor::native::quantized_embedding_byte_dtype_out(executorch::runtime::etensor::Tensor const&, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::Tensor> const&, long, long, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::ScalarType>, executorch::runtime::etensor::Tensor&)::$_0::operator()() const xplat/executorch/kernels/quantized/cpu/op_embedding.cpp:303 #7 0x2d20d06 in torch::executor::native::quantized_embedding_byte_dtype_out(executorch::runtime::etensor::Tensor const&, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::Tensor> const&, long, long, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::ScalarType>, executorch::runtime::etensor::Tensor&) xplat/executorch/kernels/quantized/cpu/op_embedding.cpp:303 #8 0x2d226b7 in torch::executor::native::quantized_embedding_byte_dtype_out(executorch::runtime::KernelRuntimeContext&, executorch::runtime::etensor::Tensor const&, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::Tensor> const&, long, long, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::ScalarType>, executorch::runtime::etensor::Tensor&) xplat/executorch/kernels/quantized/cpu/op_embedding.cpp:329 #9 0x2d09bef in torch::executor::function::(anonymous namespace)::$_7::operator()(executorch::runtime::KernelRuntimeContext&, executorch::runtime::EValue**) const buck-out/v2/gen/fbsource/ff19a7e6cb17a7b1/xplat/executorch/kernels/quantized/__generated_lib_combined__/out/RegisterCodegenUnboxedKernelsEverything.cpp:322 #10 0x2d09a70 in torch::executor::function::(anonymous namespace)::$_7::__invoke(executorch::runtime::KernelRuntimeContext&, executorch::runtime::EValue**) buck-out/v2/gen/fbsource/ff19a7e6cb17a7b1/xplat/executorch/kernels/quantized/__generated_lib_combined__/out/RegisterCodegenUnboxedKernelsEverything.cpp:297 #11 0x27d769b in executorch::runtime::Method::execute_instruction() xplat/executorch/runtime/executor/method.cpp:1306 #12 0x27d8c55 in executorch::runtime::Method::execute() xplat/executorch/runtime/executor/method.cpp:1550 #13 0x27b1e25 in executorch::extension::Module::execute(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char>> const&, std::vector<executorch::runtime::EValue, std::allocator<executorch::runtime::EValue>> const&) xplat/executorch/extension/module/module.cpp:261 #14 0x27afe43 in executorch::extension::Module::forward(std::vector<executorch::runtime::EValue, std::allocator<executorch::runtime::EValue>> const&) xplat/executorch/extension/module/module.h:340 #15 0x27e0519 in executorch::extension::llm::LlmBackboneRunner::run(std::shared_ptr<executorch::runtime::etensor::Tensor> const&, std::shared_ptr<executorch::runtime::etensor::Tensor> const&, std::shared_ptr<executorch::runtime::etensor::Tensor> const&) xplat/executorch/examples/models/fb/llama4/runner/llm_backbone_runner.cpp:58 #16 0x27a35c9 in executorch::extension::llm::Llama4Runner::prefill_tokens(std::shared_ptr<executorch::runtime::etensor::Tensor> const&, std::shared_ptr<executorch::runtime::etensor::Tensor> const&, std::shared_ptr<executorch::runtime::etensor::Tensor> const&) xplat/executorch/examples/models/fb/llama4/runner/llama4_runner.cpp:133 #17 0x885774 in main (/data/users/larryliu/fbsource/buck-out/v2/gen/fbsource/ff19a7e6cb17a7b1/xplat/cria/benchmark/llama4/__generation_main__/generation_main+0x885774) #18 0x7fce2122c656 in __libc_start_call_main /home/engshare/third-party2/glibc/2.34/src/glibc-2.34/csu/../sysdeps/nptl/libc_start_call_main.h:58:16 #19 0x7fce2122c717 in __libc_start_main@GLIBC_2.2.5 /home/engshare/third-party2/glibc/2.34/src/glibc-2.34/csu/../csu/libc-start.c:409:3 #20 0x884c20 in _start /home/engshare/third-party2/glibc/2.34/src/glibc-2.34/csu/../sysdeps/x86_64/start.S:116 AddressSanitizer can not provide additional info. AddressSanitizer: SEGV xplat/executorch/kernels/quantized/cpu/op_embedding.cpp:175 in void torch::executor::native::(anonymous namespace)::embedding_byte_per_channel<signed char, c10::Half, float>(executorch::runtime::etensor::Tensor const&, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::Tensor> const&, executorch::runtime::etensor::Tensor const&, executorch::runtime::etensor::Tensor&) ==3544359==ABORTING ``` Differential Revision: D75982682

Summary: index should always be smaller than weight.size(0). Adding this check in `op_embedding`. This is to avoid wild-addr-read error: ``` AddressSanitizer:DEADLYSIGNAL ================================================================= ==3544359==ERROR: AddressSanitizer: SEGV on unknown address 0x7fce2364bc00 (pc 0x000002d225a0 bp 0x7ffffc792a40 sp 0x7ffffc792990 T0) ==3544359==The signal is caused by a READ memory access. SCARINESS: 20 (wild-addr-read) #0 0x2d225a0 in void torch::executor::native::(anonymous namespace)::embedding_byte_per_channel<signed char, c10::Half, float>(executorch::runtime::etensor::Tensor const&, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::Tensor> const&, executorch::runtime::etensor::Tensor const&, executorch::runtime::etensor::Tensor&) xplat/executorch/kernels/quantized/cpu/op_embedding.cpp:175 #1 0x2d22367 in torch::executor::native::quantized_embedding_byte_dtype_out(executorch::runtime::etensor::Tensor const&, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::Tensor> const&, long, long, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::ScalarType>, executorch::runtime::etensor::Tensor&)::$_0::operator()() const::'lambda0'()::operator()() const::'lambda'()::operator()() const::'lambda0'()::operator()() const::'lambda'()::operator()() const::'lambda'()::operator()() const xplat/executorch/kernels/quantized/cpu/op_embedding.cpp:303 #2 0x2d2223d in torch::executor::native::quantized_embedding_byte_dtype_out(executorch::runtime::etensor::Tensor const&, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::Tensor> const&, long, long, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::ScalarType>, executorch::runtime::etensor::Tensor&)::$_0::operator()() const::'lambda0'()::operator()() const::'lambda'()::operator()() const::'lambda0'()::operator()() const::'lambda'()::operator()() const xplat/executorch/kernels/quantized/cpu/op_embedding.cpp:303 #3 0x2d21d37 in torch::executor::native::quantized_embedding_byte_dtype_out(executorch::runtime::etensor::Tensor const&, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::Tensor> const&, long, long, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::ScalarType>, executorch::runtime::etensor::Tensor&)::$_0::operator()() const::'lambda0'()::operator()() const::'lambda'()::operator()() const::'lambda0'()::operator()() const xplat/executorch/kernels/quantized/cpu/op_embedding.cpp:303 #4 0x2d21bca in torch::executor::native::quantized_embedding_byte_dtype_out(executorch::runtime::etensor::Tensor const&, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::Tensor> const&, long, long, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::ScalarType>, executorch::runtime::etensor::Tensor&)::$_0::operator()() const::'lambda0'()::operator()() const::'lambda'()::operator()() const xplat/executorch/kernels/quantized/cpu/op_embedding.cpp:303 #5 0x2d20f8f in torch::executor::native::quantized_embedding_byte_dtype_out(executorch::runtime::etensor::Tensor const&, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::Tensor> const&, long, long, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::ScalarType>, executorch::runtime::etensor::Tensor&)::$_0::operator()() const::'lambda0'()::operator()() const xplat/executorch/kernels/quantized/cpu/op_embedding.cpp:303 #6 0x2d20e13 in torch::executor::native::quantized_embedding_byte_dtype_out(executorch::runtime::etensor::Tensor const&, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::Tensor> const&, long, long, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::ScalarType>, executorch::runtime::etensor::Tensor&)::$_0::operator()() const xplat/executorch/kernels/quantized/cpu/op_embedding.cpp:303 #7 0x2d20d06 in torch::executor::native::quantized_embedding_byte_dtype_out(executorch::runtime::etensor::Tensor const&, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::Tensor> const&, long, long, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::ScalarType>, executorch::runtime::etensor::Tensor&) xplat/executorch/kernels/quantized/cpu/op_embedding.cpp:303 #8 0x2d226b7 in torch::executor::native::quantized_embedding_byte_dtype_out(executorch::runtime::KernelRuntimeContext&, executorch::runtime::etensor::Tensor const&, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::Tensor> const&, long, long, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::ScalarType>, executorch::runtime::etensor::Tensor&) xplat/executorch/kernels/quantized/cpu/op_embedding.cpp:329 #9 0x2d09bef in torch::executor::function::(anonymous namespace)::$_7::operator()(executorch::runtime::KernelRuntimeContext&, executorch::runtime::EValue**) const buck-out/v2/gen/fbsource/ff19a7e6cb17a7b1/xplat/executorch/kernels/quantized/__generated_lib_combined__/out/RegisterCodegenUnboxedKernelsEverything.cpp:322 #10 0x2d09a70 in torch::executor::function::(anonymous namespace)::$_7::__invoke(executorch::runtime::KernelRuntimeContext&, executorch::runtime::EValue**) buck-out/v2/gen/fbsource/ff19a7e6cb17a7b1/xplat/executorch/kernels/quantized/__generated_lib_combined__/out/RegisterCodegenUnboxedKernelsEverything.cpp:297 #11 0x27d769b in executorch::runtime::Method::execute_instruction() xplat/executorch/runtime/executor/method.cpp:1306 #12 0x27d8c55 in executorch::runtime::Method::execute() xplat/executorch/runtime/executor/method.cpp:1550 #13 0x27b1e25 in executorch::extension::Module::execute(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char>> const&, std::vector<executorch::runtime::EValue, std::allocator<executorch::runtime::EValue>> const&) xplat/executorch/extension/module/module.cpp:261 #14 0x27afe43 in executorch::extension::Module::forward(std::vector<executorch::runtime::EValue, std::allocator<executorch::runtime::EValue>> const&) xplat/executorch/extension/module/module.h:340 #15 0x27e0519 in executorch::extension::llm::LlmBackboneRunner::run(std::shared_ptr<executorch::runtime::etensor::Tensor> const&, std::shared_ptr<executorch::runtime::etensor::Tensor> const&, std::shared_ptr<executorch::runtime::etensor::Tensor> const&) xplat/executorch/examples/models/fb/llama4/runner/llm_backbone_runner.cpp:58 #16 0x27a35c9 in executorch::extension::llm::Llama4Runner::prefill_tokens(std::shared_ptr<executorch::runtime::etensor::Tensor> const&, std::shared_ptr<executorch::runtime::etensor::Tensor> const&, std::shared_ptr<executorch::runtime::etensor::Tensor> const&) xplat/executorch/examples/models/fb/llama4/runner/llama4_runner.cpp:133 #17 0x885774 in main (/data/users/larryliu/fbsource/buck-out/v2/gen/fbsource/ff19a7e6cb17a7b1/xplat/cria/benchmark/llama4/__generation_main__/generation_main+0x885774) #18 0x7fce2122c656 in __libc_start_call_main /home/engshare/third-party2/glibc/2.34/src/glibc-2.34/csu/../sysdeps/nptl/libc_start_call_main.h:58:16 #19 0x7fce2122c717 in __libc_start_main@GLIBC_2.2.5 /home/engshare/third-party2/glibc/2.34/src/glibc-2.34/csu/../csu/libc-start.c:409:3 #20 0x884c20 in _start /home/engshare/third-party2/glibc/2.34/src/glibc-2.34/csu/../sysdeps/x86_64/start.S:116 AddressSanitizer can not provide additional info. AddressSanitizer: SEGV xplat/executorch/kernels/quantized/cpu/op_embedding.cpp:175 in void torch::executor::native::(anonymous namespace)::embedding_byte_per_channel<signed char, c10::Half, float>(executorch::runtime::etensor::Tensor const&, executorch::runtime::etensor::Tensor const&, std::optional<executorch::runtime::etensor::Tensor> const&, executorch::runtime::etensor::Tensor const&, executorch::runtime::etensor::Tensor&) ==3544359==ABORTING ``` Test Plan: Imported from GitHub, without a `Test Plan:` line. Rollback Plan: Reviewed By: Gasoonjia Differential Revision: D75982682 Pulled By: larryliu0820

Reviewed By: hsharma35 Differential Revision: D75982351

Summary: Pull Request resolved: pytorch#11456 Reviewed By: hsharma35 Differential Revision: D75982351

Differential Revision: D75982351 Pull Request resolved: #11456

Re-sync with internal repository

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mergennachin merged commit 5c2e66d into main Jul 3, 2023

mergennachin deleted the fixup-T157092709-main branch July 3, 2023 17:24

tatwaichong mentioned this pull request Oct 6, 2023

Add initial lowering of aten.convolution to tosa.conv2d support #615

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adonnini mentioned this pull request Nov 29, 2023

Android app fails with ETensor rank is immutable error #1306

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8Keep added a commit to 8Keep/executorch that referenced this pull request Dec 18, 2023

Split of "Mass update arvr/third-party/pybind11 to point to third-par…

874d182

…ty/pybind11" pytorch#2 Summary: Incrementally updating this over Differential Revision: D52018058

jorgep31415 mentioned this pull request Mar 11, 2024

[ET-VK] Support multiple UniformParamsBuffer #2348

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jorgep31415 mentioned this pull request Mar 13, 2024

[ET-VK] Serialize tuple types from Node #2405

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BESTTOOLBOX mentioned this pull request Jul 12, 2024

Segmentation Fault when implementing llama/stories110M Android phone deployment #4237

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skotapati pushed a commit to skotapati/executorch that referenced this pull request Jul 24, 2024

Add lint.yml mps script (pytorch#3)

581e813

* Add linter * Fix lint * Fix lint pytorch#2

skotapati pushed a commit to skotapati/executorch that referenced this pull request Jul 24, 2024

Fix mpsdelegate linking for pybind portable lib (pytorch#7)

7cbb5ed

* Fix mpsdelegate linking for pybind portable lib * Fix logging * Log expected output * Fix logging pytorch#2

sam-wother mentioned this pull request Aug 1, 2024

SDK + Inspector output time format is inconsistent with delegates #4504

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justin-Kor mentioned this pull request Oct 31, 2024

The LLAVA model loaded successfully on the Samsung S24 Ultra. After loading, when an image is fed into the model, the app crashes. FYI I am using latest code with all the steps mentioned in Repository. #6189

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This was referenced Feb 23, 2025

error java.lang.ClassNotFoundException: Didn't find class "org.pytorch.executorch.NativePeer" #8636

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[Android] Error running a transformer decoder-based neural network #8665

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eigen-k added a commit to eigen-k/executorch that referenced this pull request May 20, 2025

Use GraphBuilder in unit tests for ops removal pytorch#2.

30a367e

Reviewed By: zonglinpeng Differential Revision: D75034439

eigen-k added a commit to eigen-k/executorch that referenced this pull request May 20, 2025

Use GraphBuilder in unit tests for ops removal pytorch#2. (pytorch#11011

5725b90

) Summary: Pull Request resolved: pytorch#11011 Reviewed By: zonglinpeng Differential Revision: D75034439

eigen-k added a commit to eigen-k/executorch that referenced this pull request May 20, 2025

Use GraphBuilder in unit tests for ops removal pytorch#2. (pytorch#11011

c1cd9ba

) Summary: Pull Request resolved: pytorch#11011 Reviewed By: zonglinpeng Differential Revision: D75034439

eigen-k added a commit to eigen-k/executorch that referenced this pull request May 20, 2025

Use GraphBuilder in unit tests for ops removal pytorch#2. (pytorch#11011

6b17bb7

) Summary: Pull Request resolved: pytorch#11011 Reviewed By: zonglinpeng Differential Revision: D75034439

eigen-k added a commit to eigen-k/executorch that referenced this pull request May 20, 2025

Use GraphBuilder in unit tests for ops removal pytorch#2. (pytorch#11011

6cce6cb

) Summary: Pull Request resolved: pytorch#11011 Reviewed By: zonglinpeng Differential Revision: D75034439

eigen-k added a commit to eigen-k/executorch that referenced this pull request May 20, 2025

Use GraphBuilder in unit tests for ops removal pytorch#2. (pytorch#11011

569c9cf

) Summary: Pull Request resolved: pytorch#11011 Reviewed By: zonglinpeng Differential Revision: D75034439

eigen-k added a commit to eigen-k/executorch that referenced this pull request May 20, 2025

Use GraphBuilder in unit tests for ops removal pytorch#2. (pytorch#11011

377751c

) Summary: Pull Request resolved: pytorch#11011 Reviewed By: zonglinpeng Differential Revision: D75034439

eigen-k added a commit to eigen-k/executorch that referenced this pull request May 21, 2025

Use GraphBuilder in unit tests for ops removal pytorch#2. (pytorch#11011

f059e7c

) Summary: Pull Request resolved: pytorch#11011 Reviewed By: zonglinpeng Differential Revision: D75034439

eigen-k added a commit to eigen-k/executorch that referenced this pull request May 21, 2025

Use GraphBuilder in unit tests for ops removal pytorch#2. (pytorch#11011

2e4b181

) Summary: Pull Request resolved: pytorch#11011 Reviewed By: zonglinpeng Differential Revision: D75034439

eigen-k pushed a commit to eigen-k/executorch that referenced this pull request May 21, 2025

Use GraphBuilder in unit tests for ops removal pytorch#2.

8e86b09

Differential Revision: D75034439

eigen-k added a commit to eigen-k/executorch that referenced this pull request May 21, 2025

Use GraphBuilder in unit tests for ops removal pytorch#2. (pytorch#11011

fd85c7f

) Summary: Pull Request resolved: pytorch#11011 Reviewed By: zonglinpeng Differential Revision: D75034439

eigen-k added a commit to eigen-k/executorch that referenced this pull request May 21, 2025

Use GraphBuilder in unit tests for ops removal pytorch#2. (pytorch#11011

de53464

) Summary: Pull Request resolved: pytorch#11011 Reviewed By: zonglinpeng Differential Revision: D75034439

eigen-k pushed a commit to eigen-k/executorch that referenced this pull request May 21, 2025

Use GraphBuilder in unit tests for ops removal pytorch#2.

e06bf45

Differential Revision: D75034439

eigen-k added a commit to eigen-k/executorch that referenced this pull request May 22, 2025

Use GraphBuilder in unit tests for ops removal pytorch#2. (pytorch#11011

3a58e9e

) Summary: Pull Request resolved: pytorch#11011 Reviewed By: zonglinpeng Differential Revision: D75034439

eigen-k added a commit to eigen-k/executorch that referenced this pull request May 22, 2025

Use GraphBuilder in unit tests for ops removal pytorch#2. (pytorch#11011

3baf243

) Summary: Pull Request resolved: pytorch#11011 Reviewed By: zonglinpeng Differential Revision: D75034439

eigen-k added a commit to eigen-k/executorch that referenced this pull request May 22, 2025

Use GraphBuilder in unit tests for ops removal pytorch#2. (pytorch#11011

589fa5e

) Summary: Pull Request resolved: pytorch#11011 Reviewed By: zonglinpeng Differential Revision: D75034439

eigen-k added a commit to eigen-k/executorch that referenced this pull request May 22, 2025

Use GraphBuilder in unit tests for ops removal pytorch#2. (pytorch#11011

fd732cc

) Summary: Pull Request resolved: pytorch#11011 Reviewed By: zonglinpeng Differential Revision: D75034439

eigen-k added a commit to eigen-k/executorch that referenced this pull request May 22, 2025

Use GraphBuilder in unit tests for ops removal pytorch#2. (pytorch#11011

5d14e48

) Summary: Pull Request resolved: pytorch#11011 Reviewed By: zonglinpeng Differential Revision: D75034439

eigen-k pushed a commit to eigen-k/executorch that referenced this pull request May 22, 2025

Use GraphBuilder in unit tests for ops removal pytorch#2.

90fe482

Differential Revision: D75034439

eigen-k added a commit to eigen-k/executorch that referenced this pull request May 22, 2025

Use GraphBuilder in unit tests for ops removal pytorch#2. (pytorch#11011

f1c4ec1

) Summary: Pull Request resolved: pytorch#11011 Reviewed By: zonglinpeng Differential Revision: D75034439

eigen-k added a commit to eigen-k/executorch that referenced this pull request May 23, 2025

Use GraphBuilder in unit tests for ops removal pytorch#2. (pytorch#11011

a8d7731

) Summary: Pull Request resolved: pytorch#11011 Reviewed By: zonglinpeng Differential Revision: D75034439

facebook-github-bot pushed a commit that referenced this pull request May 23, 2025

Use GraphBuilder in unit tests for ops removal #2.

ea8db06

Differential Revision: D75034439 Pull Request resolved: #11011

eigen-k added a commit to eigen-k/executorch that referenced this pull request Jun 6, 2025

Use GraphBuilder in test_replace_ops_passes. pytorch#2

9c307f6

Reviewed By: hsharma35 Differential Revision: D75982351

eigen-k added a commit to eigen-k/executorch that referenced this pull request Jun 6, 2025

Use GraphBuilder in test_replace_ops_passes. pytorch#2 (pytorch#11456)

9965f37

Summary: Pull Request resolved: pytorch#11456 Reviewed By: hsharma35 Differential Revision: D75982351

eigen-k added a commit to eigen-k/executorch that referenced this pull request Jun 6, 2025

Use GraphBuilder in test_replace_ops_passes. pytorch#2 (pytorch#11456)

8c195ff

Summary: Pull Request resolved: pytorch#11456 Reviewed By: hsharma35 Differential Revision: D75982351

facebook-github-bot pushed a commit that referenced this pull request Jun 7, 2025

Use GraphBuilder in test_replace_ops_passes. #2

53fd701

Differential Revision: D75982351 Pull Request resolved: #11456

shoumikhin mentioned this pull request Jun 13, 2025

MPS delegate crashes on iOS 26 #11655

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TryCAEarvr mentioned this pull request Jun 17, 2025

Gradle Error while opening the project #11749

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