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Main backup#12

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dijopaul merged 20 commits intomainfrom
main_backup
Sep 19, 2024
Merged

Main backup#12
dijopaul merged 20 commits intomainfrom
main_backup

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@dijopaul dijopaul merged commit 4ed8bd6 into main Sep 19, 2024
dijopaul added a commit that referenced this pull request Oct 22, 2024
…ytorch#6407)

* Main backup (#12)

* Add nnlib as submodule

* Adding nnlib submodule

* Integrated nnlib API unde backends/cadence/hifi

* Fix review comments on PR#3

* Add nnlib as submodule

* Adding nnlib submodule

* Integrated nnlib API unde backends/cadence/hifi

* Fix review comments on PR#3

* Incorporated feedback from Meta team.

* lint errors fixed

* Adding Sub operator optimized version

* Add optimization for add, mul operators

* Adding Div operator

* Modified div mod to cover truncate and floor modes

---------

Co-authored-by: cad-audio <86048415+cad-audio@users.noreply.github.com>
Co-authored-by: cad-audio <cad_audio_tflm@cadence.com>

* Adding sigmoid optimizations

* Adding tanh optimizations

* Fixing review comments in 5483

* Adding cflags to prevent compilation halts

* Adding cflags to prevent compilation halts

* Changing name space of optimized ops; Remove unused ops from file

* fixed lint issues.

* Namespace updates for cadence ops, adding 6 optimized ops

---------

Co-authored-by: cad-audio <86048415+cad-audio@users.noreply.github.com>
Co-authored-by: cad-audio <cad_audio_tflm@cadence.com>
dijopaul added a commit that referenced this pull request Nov 28, 2024
* Main backup (#12)

* Add nnlib as submodule

* Adding nnlib submodule

* Integrated nnlib API unde backends/cadence/hifi

* Fix review comments on PR#3

* Add nnlib as submodule

* Adding nnlib submodule

* Integrated nnlib API unde backends/cadence/hifi

* Fix review comments on PR#3

* Incorporated feedback from Meta team.

* lint errors fixed

* Adding Sub operator optimized version

* Add optimization for add, mul operators

* Adding Div operator

* Modified div mod to cover truncate and floor modes

---------

Co-authored-by: cad-audio <86048415+cad-audio@users.noreply.github.com>
Co-authored-by: cad-audio <cad_audio_tflm@cadence.com>

* Adding sigmoid optimizations

* Adding tanh optimizations

* Fixing review comments in 5483

* Adding cflags to prevent compilation halts

* Adding cflags to prevent compilation halts

* Changing name space of optimized ops; Remove unused ops from file

* fixed lint issues.

* Namespace updates for cadence ops, adding 6 optimized ops

* Updating add op with namespace change

* Updating add op with namespace change, fix build issue

---------

Co-authored-by: cad-audio <86048415+cad-audio@users.noreply.github.com>
Co-authored-by: cad-audio <cad_audio_tflm@cadence.com>
dijopaul pushed a commit that referenced this pull request Oct 20, 2025
BNNS copy crashes the process when the dtypes differ
(pytorch#11714).

With the example in this PR
(pytorch#11714), we crash the
process on main. Here is the stack trace from LLDB:

```
Process 19234 stopped
* thread #1, queue = 'com.apple.main-thread', stop reason = signal SIGABRT
    frame #0: 0x0000000190ac9388 libsystem_kernel.dylib`__pthread_kill + 8
libsystem_kernel.dylib`__pthread_kill:
->  0x190ac9388 <+8>:  b.lo   0x190ac93a8    ; <+40>
    0x190ac938c <+12>: pacibsp 
    0x190ac9390 <+16>: stp    x29, x30, [sp, #-0x10]!
    0x190ac9394 <+20>: mov    x29, sp
(lldb) bt
* thread #1, queue = 'com.apple.main-thread', stop reason = signal SIGABRT
  * frame #0: 0x0000000190ac9388 libsystem_kernel.dylib`__pthread_kill + 8
    frame #1: 0x0000000190b0288c libsystem_pthread.dylib`pthread_kill + 296
    frame #2: 0x0000000190a0bc60 libsystem_c.dylib`abort + 124
    frame #3: 0x0000000190910174 libsystem_malloc.dylib`malloc_vreport + 892
    frame #4: 0x0000000190913c90 libsystem_malloc.dylib`malloc_report + 64
    frame #5: 0x000000019091821c libsystem_malloc.dylib`___BUG_IN_CLIENT_OF_LIBMALLOC_POINTER_BEING_FREED_WAS_NOT_ALLOCATED + 32
    frame #6: 0x000000019d2f4084 libBNNS.dylib`___lldb_unnamed_symbol1620 + 564
    frame #7: 0x000000019d2f5bac libBNNS.dylib`___lldb_unnamed_symbol1628 + 680
    frame #8: 0x000000019d69ce48 libBNNS.dylib`BNNSCopy + 616
    frame #9: 0x000000030c74d950 _portable_lib.cpython-310-darwin.so`(anonymous namespace)::copy_using_bnns(executorchcoreml::MultiArray const&, executorchcoreml::MultiArray&) + 188
    frame #10: 0x000000030c74cfdc _portable_lib.cpython-310-darwin.so`(anonymous namespace)::copy(executorchcoreml::MultiArray const&, executorchcoreml::MultiArray&, executorchcoreml::MultiArray::CopyOptions) + 72
    frame #11: 0x000000030c74ceec _portable_lib.cpython-310-darwin.so`executorchcoreml::MultiArray::copy(executorchcoreml::MultiArray&, executorchcoreml::MultiArray::CopyOptions) const + 148
    frame #12: 0x000000030c7488d4 _portable_lib.cpython-310-darwin.so`invocation function for block in (anonymous namespace)::copy(MLMultiArray*, executorchcoreml::MultiArray&) + 376
    frame #13: 0x000000030c748ac8 _portable_lib.cpython-310-darwin.so`invocation function for block in (anonymous namespace)::copy(MLMultiArray*, executorchcoreml::MultiArray&) + 52
    frame #14: 0x000000019ad33f4c CoreML`CoreML::MultiArrayBuffer::getBytesWithHandler(void (void const*, unsigned long) block_pointer) const + 340
    frame #15: 0x000000019ad34138 CoreML`-[MLMultiArray(ScopedBufferAccess) getBytesWithHandler:] + 152
    frame #16: 0x000000030c7485ec _portable_lib.cpython-310-darwin.so`(anonymous namespace)::copy(MLMultiArray*, executorchcoreml::MultiArray&) + 296
    frame #17: 0x000000030c744f68 _portable_lib.cpython-310-darwin.so`(anonymous namespace)::set_outputs(std::__1::vector<executorchcoreml::MultiArray, std::__1::allocator<executorchcoreml::MultiArray>>&, NSArray<MLMultiArray*>*) + 180
```


With this PR, the process succeeds.
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