torch.nn.Conv3D on MPS backend
Labels: triaged, topic: new features, module: mps

### 🐛 Describe the bug

Using `Conv3D` on MPS backend, like in this sample code:

```python
import torch

x = torch.randn(1, 10, 10, 10, device="mps")
c = torch.nn.Conv3d(1, 1, 3, device="mps")
c(x)
```

Python process are being aborted with this error:

```
❯ python test_mps.py
/AppleInternal/Library/BuildRoots/560148d7-a559-11ec-8c96-4add460b61a6/Library/Caches/com.apple.xbs/Sources/MetalPerformanceShadersGraph/mpsgraph/MetalPerformanceShadersGraph/Core/Files/Operations/MPSGraphConvolutionOps.mm:346: failed assertion `sourceTensor rank must be 4'
fish: Job 1, 'python test_mps.py' terminated by signal SIGABRT (Abort)
```

This is the full report:

```
-------------------------------------
Translated Report (Full Report Below)
-------------------------------------

Process:               Python [48029]
Path:                  /opt/homebrew/*/Python.framework/Versions/3.9/Resources/Python.app/Contents/MacOS/Python
Identifier:            org.python.python
Version:               3.9.12 (3.9.12)
Code Type:             ARM-64 (Native)
Parent Process:        fish [22773]
Responsible:           iTerm2 [74184]
User ID:               501

Date/Time:             2022-05-18 22:44:20.6603 -0300
OS Version:            macOS 12.3.1 (21E258)
Report Version:        12
Anonymous UUID:        37559CD1-BBA5-46C4-92C9-52CBDEDD1C5E

Sleep/Wake UUID:       0D6A0AE4-267E-4E25-8625-6F3AD3D4E3F6

Time Awake Since Boot: 74000 seconds
Time Since Wake:       4829 seconds

System Integrity Protection: enabled

Crashed Thread:        0  Dispatch queue: cache queue

Exception Type:        EXC_CRASH (SIGABRT)
Exception Codes:       0x0000000000000000, 0x0000000000000000
Exception Note:        EXC_CORPSE_NOTIFY

Application Specific Information:
/AppleInternal/Library/BuildRoots/560148d7-a559-11ec-8c96-4add460b61a6/Library/Caches/com.apple.xbs/Sources/MetalPerformanceShadersGraph/mpsgraph/MetalPerformanceShadersGraph/Core/Files/Operations/MPSGraphConvolutionOps.mm:346: failed assertion `sourceTensor rank must be 4'


Thread 0 Crashed::  Dispatch queue: cache queue
0   libsystem_kernel.dylib        	       0x1af814db8 __pthread_kill + 8
1   libsystem_pthread.dylib       	       0x1af849ee0 pthread_kill + 288
2   libsystem_c.dylib             	       0x1af784340 abort + 168
3   libsystem_c.dylib             	       0x1af783754 __assert_rtn + 272
4   Metal                         	       0x1b82207a8 MTLReportFailure.cold.1 + 56
5   Metal                         	       0x1b820a2c4 MTLReportFailure + 480
6   MetalPerformanceShadersGraph  	       0x212fd1f88 0x212e7f000 + 1388424
7   libtorch_cpu.dylib            	       0x10e9a9b3c invocation function for block in at::native::_mps_convolution(at::Tensor const&, at::Tensor const&, c10::optional<at::Tensor> const&, c10::ArrayRef<long long>, c10::ArrayRef<long long>, c10::ArrayRef<long long>, long long) + 540
8   libtorch_cpu.dylib            	       0x10e99f4e0 invocation function for block in at::native::mps::MPSGraphCache::CreateCachedGraph(std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > const&, at::native::mps::MPSCachedGraph* () block_pointer) + 216
9   libdispatch.dylib             	       0x1af6861c8 _dispatch_client_callout + 20
10  libdispatch.dylib             	       0x1af695414 _dispatch_lane_barrier_sync_invoke_and_complete + 56
11  libtorch_cpu.dylib            	       0x10e997634 at::native::mps::MPSGraphCache::CreateCachedGraph(std::__1::basic_string<char, std::__1::char_traits<char>, std::__1::allocator<char> > const&, at::native::mps::MPSCachedGraph* () block_pointer) + 160
12  libtorch_cpu.dylib            	       0x10e9a8a9c at::native::_mps_convolution(at::Tensor const&, at::Tensor const&, c10::optional<at::Tensor> const&, c10::ArrayRef<long long>, c10::ArrayRef<long long>, c10::ArrayRef<long long>, long long) + 3040
13  libtorch_cpu.dylib            	       0x10bd064c0 at::_ops::_mps_convolution::call(at::Tensor const&, at::Tensor const&, c10::optional<at::Tensor> const&, c10::ArrayRef<long long>, c10::ArrayRef<long long>, c10::ArrayRef<long long>, long long) + 360
14  libtorch_cpu.dylib            	       0x10b528d94 at::native::_convolution(at::Tensor const&, at::Tensor const&, c10::optional<at::Tensor> const&, c10::ArrayRef<long long>, c10::ArrayRef<long long>, c10::ArrayRef<long long>, bool, c10::ArrayRef<long long>, long long, bool, bool, bool, bool) + 12668
15  libtorch_cpu.dylib            	       0x10bb62074 at::_ops::_convolution::call(at::Tensor const&, at::Tensor const&, c10::optional<at::Tensor> const&, c10::ArrayRef<long long>, c10::ArrayRef<long long>, c10::ArrayRef<long long>, bool, c10::ArrayRef<long long>, long long, bool, bool, bool, bool) + 436
16  libtorch_cpu.dylib            	       0x10b51e390 at::native::convolution(at::Tensor const&, at::Tensor const&, c10::optional<at::Tensor> const&, c10::ArrayRef<long long>, c10::ArrayRef<long long>, c10::ArrayRef<long long>, bool, c10::ArrayRef<long long>, long long) + 288
17  libtorch_cpu.dylib            	       0x10bb617a4 at::_ops::convolution::redispatch(c10::DispatchKeySet, at::Tensor const&, at::Tensor const&, c10::optional<at::Tensor> const&, c10::ArrayRef<long long>, c10::ArrayRef<long long>, c10::ArrayRef<long long>, bool, c10::ArrayRef<long long>, long long) + 188
18  libtorch_cpu.dylib            	       0x10d1a83ec c10::impl::wrap_kernel_functor_unboxed_<c10::impl::detail::WrapFunctionIntoFunctor_<c10::CompileTimeFunctionPointer<at::Tensor (c10::DispatchKeySet, at::Tensor const&, at::Tensor const&, c10::optional<at::Tensor> const&, c10::ArrayRef<long long>, c10::ArrayRef<long long>, c10::ArrayRef<long long>, bool, c10::ArrayRef<long long>, long long), &(torch::autograd::VariableType::(anonymous namespace)::convolution(c10::DispatchKeySet, at::Tensor const&, at::Tensor const&, c10::optional<at::Tensor> const&, c10::ArrayRef<long long>, c10::ArrayRef<long long>, c10::ArrayRef<long long>, bool, c10::ArrayRef<long long>, long long))>, at::Tensor, c10::guts::typelist::typelist<c10::DispatchKeySet, at::Tensor const&, at::Tensor const&, c10::optional<at::Tensor> const&, c10::ArrayRef<long long>, c10::ArrayRef<long long>, c10::ArrayRef<long long>, bool, c10::ArrayRef<long long>, long long> >, at::Tensor (c10::DispatchKeySet, at::Tensor const&, at::Tensor const&, c10::optional<at::Tensor> const&, c10::ArrayRef<long long>, c10::ArrayRef<long long>, c10::ArrayRef<long long>, bool, c10::ArrayRef<long long>, long long)>::call(c10::OperatorKernel*, c10::DispatchKeySet, at::Tensor const&, at::Tensor const&, c10::optional<at::Tensor> const&, c10::ArrayRef<long long>, c10::ArrayRef<long long>, c10::ArrayRef<long long>, bool, c10::ArrayRef<long long>, long long) + 1984
19  libtorch_cpu.dylib            	       0x10bb61400 at::_ops::convolution::call(at::Tensor const&, at::Tensor const&, c10::optional<at::Tensor> const&, c10::ArrayRef<long long>, c10::ArrayRef<long long>, c10::ArrayRef<long long>, bool, c10::ArrayRef<long long>, long long) + 376
20  libtorch_cpu.dylib            	       0x10b51cd14 at::native::conv3d(at::Tensor const&, at::Tensor const&, c10::optional<at::Tensor> const&, c10::ArrayRef<long long>, c10::ArrayRef<long long>, c10::ArrayRef<long long>, long long) + 620
21  libtorch_cpu.dylib            	       0x10bf68288 at::_ops::conv3d::call(at::Tensor const&, at::Tensor const&, c10::optional<at::Tensor> const&, c10::ArrayRef<long long>, c10::ArrayRef<long long>, c10::ArrayRef<long long>, long long) + 360
22  libtorch_python.dylib         	       0x102350da8 torch::autograd::THPVariable_conv3d(_object*, _object*, _object*) + 1092
23  Python                        	       0x10085e8ec cfunction_call + 60
24  Python                        	       0x10080f758 _PyObject_MakeTpCall + 132
25  Python                        	       0x100901294 _PyEval_EvalFrameDefault + 28164
26  Python                        	       0x10081029c _PyFunction_Vectorcall + 184
27  Python                        	       0x100812cf0 method_vectorcall + 124
28  Python                        	       0x1009000d4 _PyEval_EvalFrameDefault + 23620
29  Python                        	       0x10081029c _PyFunction_Vectorcall + 184
30  Python                        	       0x100812d94 method_vectorcall + 288
31  Python                        	       0x1008faf50 _PyEval_EvalFrameDefault + 2752
32  Python                        	       0x1008f9490 _PyEval_EvalCode + 452
33  Python                        	       0x100810340 _PyFunction_Vectorcall + 348
34  Python                        	       0x10080f9d8 _PyObject_FastCallDictTstate + 96
35  Python                        	       0x1008821b8 slot_tp_call + 188
36  Python                        	       0x10080f758 _PyObject_MakeTpCall + 132
37  Python                        	       0x100900280 _PyEval_EvalFrameDefault + 24048
38  Python                        	       0x1008f9490 _PyEval_EvalCode + 452
39  Python                        	       0x100950f20 run_eval_code_obj + 136
40  Python                        	       0x100950e50 run_mod + 112
41  Python                        	       0x10094e464 pyrun_file + 168
42  Python                        	       0x10094dd84 pyrun_simple_file + 252
43  Python                        	       0x10094dc48 PyRun_SimpleFileExFlags + 80
44  Python                        	       0x10096e7ec pymain_run_file + 320
45  Python                        	       0x10096df2c Py_RunMain + 876
46  Python                        	       0x10096f404 Py_BytesMain + 40
47  dyld                          	       0x100295088 start + 516

Thread 1::  Dispatch queue: com.apple.root.utility-qos
0   libsystem_kernel.dylib        	       0x1af80c8d0 mach_msg_trap + 8
1   libsystem_kernel.dylib        	       0x1af80cd40 mach_msg + 76
2   libsystem_notify.dylib        	       0x1b23d2d18 notify_register_check + 1112
3   libsystem_asl.dylib           	       0x1b49ba944 _asl_notify_open + 140
4   libsystem_asl.dylib           	       0x1b49b9398 asl_open + 44
5   libDiagnosticMessagesClient.dylib	       0x1b62f4f90 msgtracer_client + 52
6   libDiagnosticMessagesClient.dylib	       0x1b62f5224 msgtracer_vlog_with_keys_skip_nulls + 428
7   libDiagnosticMessagesClient.dylib	       0x1b62f506c msgtracer_log_with_keys + 36
8   Metal                         	       0x1b8148824 __createContextTelemetryDataWithQueueLabelAndCallstack_block_invoke + 920
9   libdispatch.dylib             	       0x1af684604 _dispatch_call_block_and_release + 32
10  libdispatch.dylib             	       0x1af6861c8 _dispatch_client_callout + 20
11  libdispatch.dylib             	       0x1af697a04 _dispatch_root_queue_drain + 680
12  libdispatch.dylib             	       0x1af698104 _dispatch_worker_thread2 + 164
13  libsystem_pthread.dylib       	       0x1af846324 _pthread_wqthread + 228
14  libsystem_pthread.dylib       	       0x1af845080 start_wqthread + 8

Thread 2::  Dispatch queue: com.Metal.CommandQueueDispatch
0   libsystem_kernel.dylib        	       0x1af80c8d0 mach_msg_trap + 8
1   libsystem_kernel.dylib        	       0x1af80cd40 mach_msg + 76
2   IOKit                         	       0x1b22fd8a8 io_connect_method + 512
3   IOKit                         	       0x1b22fd640 IOConnectCallMethod + 176
4   IOGPU                         	       0x1ca2d03dc IOGPUCommandQueueSubmitCommandBuffers + 144
5   IOGPU                         	       0x1ca2c2ff8 -[IOGPUMetalCommandQueue _submitCommandBuffers:count:] + 820
6   IOGPU                         	       0x1ca2c2c98 -[IOGPUMetalCommandQueue submitCommandBuffers:count:] + 88
7   Metal                         	       0x1b815de0c -[_MTLCommandQueue _submitAvailableCommandBuffers] + 684
8   libdispatch.dylib             	       0x1af6861c8 _dispatch_client_callout + 20
9   libdispatch.dylib             	       0x1af689670 _dispatch_continuation_pop + 500
10  libdispatch.dylib             	       0x1af69c8e0 _dispatch_source_invoke + 1596
11  libdispatch.dylib             	       0x1af68d784 _dispatch_lane_serial_drain + 376
12  libdispatch.dylib             	       0x1af68e404 _dispatch_lane_invoke + 392
13  libdispatch.dylib             	       0x1af698c98 _dispatch_workloop_worker_thread + 648
14  libsystem_pthread.dylib       	       0x1af846360 _pthread_wqthread + 288
15  libsystem_pthread.dylib       	       0x1af845080 start_wqthread + 8

Thread 3:
0   libsystem_kernel.dylib        	       0x1af810a2c __gettimeofday + 12
1   libsystem_c.dylib             	       0x1af712768 gettimeofday + 72
2   libopenblas64_.0.dylib        	       0x1067a0ea4 blas_thread_server + 276
3   libsystem_pthread.dylib       	       0x1af84a26c _pthread_start + 148
4   libsystem_pthread.dylib       	       0x1af84508c thread_start + 8

Thread 4:
0   libsystem_kernel.dylib        	       0x1af80cf2c mach_absolute_time + 108
1   libsystem_kernel.dylib        	       0x1af80e980 __commpage_gettimeofday_internal + 44
2   libsystem_c.dylib             	       0x1af712758 gettimeofday + 56
3   libopenblas64_.0.dylib        	       0x1067a0ea4 blas_thread_server + 276
4   libsystem_pthread.dylib       	       0x1af84a26c _pthread_start + 148
5   libsystem_pthread.dylib       	       0x1af84508c thread_start + 8

Thread 5:
0   libsystem_kernel.dylib        	       0x1af80cf2c mach_absolute_time + 108
1   libsystem_kernel.dylib        	       0x1af80e980 __commpage_gettimeofday_internal + 44
2   libsystem_c.dylib             	       0x1af712758 gettimeofday + 56
3   libopenblas64_.0.dylib        	       0x1067a0ea4 blas_thread_server + 276
4   libsystem_pthread.dylib       	       0x1af84a26c _pthread_start + 148
5   libsystem_pthread.dylib       	       0x1af84508c thread_start + 8

Thread 6:
0   libopenblas64_.0.dylib        	       0x1067a0e8c blas_thread_server + 252
1   libopenblas64_.0.dylib        	       0x1067a0ea4 blas_thread_server + 276
2   libsystem_pthread.dylib       	       0x1af84a26c _pthread_start + 148
3   libsystem_pthread.dylib       	       0x1af84508c thread_start + 8

Thread 7:
0   libsystem_kernel.dylib        	       0x1af80e9b0 __commpage_gettimeofday_internal + 92
1   libsystem_kernel.dylib        	       0x1af80e980 __commpage_gettimeofday_internal + 44
2   libsystem_c.dylib             	       0x1af712758 gettimeofday + 56
3   libopenblas64_.0.dylib        	       0x1067a0ea4 blas_thread_server + 276
4   libsystem_pthread.dylib       	       0x1af84a26c _pthread_start + 148
5   libsystem_pthread.dylib       	       0x1af84508c thread_start + 8

Thread 8:
0   libsystem_kernel.dylib        	       0x1af80e9b0 __commpage_gettimeofday_internal + 92
1   libsystem_kernel.dylib        	       0x1af80e980 __commpage_gettimeofday_internal + 44
2   libsystem_c.dylib             	       0x1af712758 gettimeofday + 56
3   libopenblas64_.0.dylib        	       0x1067a0ea4 blas_thread_server + 276
4   libsystem_pthread.dylib       	       0x1af84a26c _pthread_start + 148
5   libsystem_pthread.dylib       	       0x1af84508c thread_start + 8

Thread 9:
0   libsystem_kernel.dylib        	       0x1af80cf2c mach_absolute_time + 108
1   libsystem_kernel.dylib        	       0x1af80e980 __commpage_gettimeofday_internal + 44
2   libsystem_c.dylib             	       0x1af712758 gettimeofday + 56
3   libopenblas64_.0.dylib        	       0x1067a0ea4 blas_thread_server + 276
4   libsystem_pthread.dylib       	       0x1af84a26c _pthread_start + 148
5   libsystem_pthread.dylib       	       0x1af84508c thread_start + 8

Thread 10:
0   libsystem_pthread.dylib       	       0x1af845078 start_wqthread + 0

Thread 11:
0   libsystem_pthread.dylib       	       0x1af845078 start_wqthread + 0

Thread 12:
0   libsystem_pthread.dylib       	       0x1af845078 start_wqthread + 0


Thread 0 crashed with ARM Thread State (64-bit):
    x0: 0x0000000000000000   x1: 0x0000000000000000   x2: 0x0000000000000000   x3: 0x0000000000000000
    x4: 0x0000000000000000   x5: 0x000000000000001a   x6: 0x0000000000000000   x7: 0x0000000000000001
    x8: 0xefad173ca1fc99d9   x9: 0xefad173da1cc1c59  x10: 0xcccccccccccccccd  x11: 0x000000000000000a
   x12: 0x0000000000000000  x13: 0x0000000000000033  x14: 0x0000020000011000  x15: 0x0000000207ff5430
   x16: 0x0000000000000148  x17: 0x00000002096b7640  x18: 0x0000000000000000  x19: 0x0000000000000006
   x20: 0x0000000100308580  x21: 0x0000000000000103  x22: 0x0000000100308660  x23: 0xffffffffffffffff
   x24: 0x00000002057ae000  x25: 0x000000020598e000  x26: 0x00000001b823b482  x27: 0x0000600003ba4cf0
   x28: 0x0000000000000005   fp: 0x000000016fbc4e30   lr: 0x00000001af849ee0
    sp: 0x000000016fbc4e10   pc: 0x00000001af814db8 cpsr: 0x40001000
   far: 0x0000000109ad8000  esr: 0x56000080  Address size fault

Binary Images:
       0x1af80b000 -        0x1af842fff libsystem_kernel.dylib (*) <1d7b3b8e-75a1-34ea-aa52-9f7c23155c55> /usr/lib/system/libsystem_kernel.dylib
       0x1af843000 -        0x1af84ffff libsystem_pthread.dylib (*) <cee8bc77-6923-34d9-89a3-6f8f7279605e> /usr/lib/system/libsystem_pthread.dylib
       0x1af70a000 -        0x1af78bfff libsystem_c.dylib (*) <fd566a15-42d8-314a-a99a-b59237ddf5bc> /usr/lib/system/libsystem_c.dylib
       0x1b813e000 -        0x1b827ffff com.apple.Metal (261.13) <da3fd743-76d9-351c-9bb0-17027a76b6df> /System/Library/Frameworks/Metal.framework/Versions/A/Metal
       0x212e7f000 -        0x21383dfff com.apple.MetalPerformanceShadersGraph (1.0) <92c3cdaa-7900-3e11-b107-3c1fb787fa04> /System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Versions/A/MetalPerformanceShadersGraph
       0x10b294000 -        0x10ff6bfff libtorch_cpu.dylib (*) <7d4fb975-9f75-386e-80ff-70f320c9ef36> /Users/USER/*/libtorch_cpu.dylib
       0x1af682000 -        0x1af6c8fff libdispatch.dylib (*) <dc048e3b-e023-3d17-afe5-4ff3dc625608> /usr/lib/system/libdispatch.dylib
       0x101f9c000 -        0x102bb3fff libtorch_python.dylib (*) <ef946875-fb71-3128-b8ba-2a9b843a02af> /Users/USER/*/libtorch_python.dylib
       0x1007b0000 -        0x100a73fff org.python.python (3.9.12, (c) 2001-2021 Python Software Foundation.) <07c6f0c1-bf5f-3eb1-87a3-9ea5c96126e5> /opt/homebrew/*/Python.framework/Versions/3.9/Python
       0x100290000 -        0x1002effff dyld (*) <fbb89662-e6f2-3434-b542-f75185ac5e74> /usr/lib/dyld
       0x1b23d1000 -        0x1b23e0fff libsystem_notify.dylib (*) <5ff2da89-8a88-34bb-aa68-ba9c5d24e639> /usr/lib/system/libsystem_notify.dylib
       0x1b49b8000 -        0x1b49cffff libsystem_asl.dylib (*) <6b2f4a2f-2c36-3d5d-87f0-9b6bbae5560c> /usr/lib/system/libsystem_asl.dylib
       0x1b62f3000 -        0x1b62f5fff libDiagnosticMessagesClient.dylib (*) <28ab09cf-5f67-3012-bc5b-1387122c2c81> /usr/lib/libDiagnosticMessagesClient.dylib
       0x1b22fa000 -        0x1b23d0fff com.apple.framework.IOKit (2.0.2) <1d3a63f1-1f43-3ead-9815-fa086cbeda27> /System/Library/Frameworks/IOKit.framework/Versions/A/IOKit
       0x1ca2bc000 -        0x1ca2e9fff com.apple.IOGPU (35.29) <51396341-67fd-333d-a043-99baada3f29d> /System/Library/PrivateFrameworks/IOGPU.framework/Versions/A/IOGPU
       0x106638000 -        0x10787ffff libopenblas64_.0.dylib (*) <0672674f-0fbf-3245-8fec-358e42c77be2> /Users/USER/*/libopenblas64_.0.dylib

External Modification Summary:
  Calls made by other processes targeting this process:
    task_for_pid: 0
    thread_create: 0
    thread_set_state: 0
  Calls made by this process:
    task_for_pid: 0
    thread_create: 0
    thread_set_state: 0
  Calls made by all processes on this machine:
    task_for_pid: 0
    thread_create: 0
    thread_set_state: 0

VM Region Summary:
ReadOnly portion of Libraries: Total=925.4M resident=0K(0%) swapped_out_or_unallocated=925.4M(100%)
Writable regions: Total=1.9G written=0K(0%) resident=0K(0%) swapped_out=0K(0%) unallocated=1.9G(100%)

                                VIRTUAL   REGION 
REGION TYPE                        SIZE    COUNT (non-coalesced) 
===========                     =======  ======= 
Activity Tracing                   256K        1 
Kernel Alloc Once                   32K        1 
MALLOC                           280.2M       42 
MALLOC guard page                   96K        5 
MALLOC_MEDIUM (reserved)         960.0M        8         reserved VM address space (unallocated)
MALLOC_NANO (reserved)           384.0M        1         reserved VM address space (unallocated)
STACK GUARD                        208K       13 
Stack                             22.4M       13 
VM_ALLOCATE                      118.0M       93 
VM_ALLOCATE (reserved)           160.0M        1         reserved VM address space (unallocated)
__AUTH                            1482K       92 
__AUTH_CONST                      6219K      212 
__DATA                            9296K      254 
__DATA_CONST                      8913K      265 
__DATA_DIRTY                       342K       83 
__FONT_DATA                          4K        1 
__LINKEDIT                       644.7M       57 
__OBJC_CONST                       607K       72 
__OBJC_RO                         82.9M        1 
__OBJC_RW                         3152K        1 
__TEXT                           280.7M      275 
__UNICODE                          592K        1 
dyld private memory               1024K        1 
mapped file                       40.8M        7 
shared memory                      624K        7 
===========                     =======  ======= 
TOTAL                              2.9G     1507 
TOTAL, minus reserved VM space     1.5G     1507 



-----------
Full Report
-----------

{"app_name":"Python","timestamp":"2022-05-18 22:44:20.00 -0300","app_version":"3.9.12","slice_uuid":"f237681b-772a-3109-bcee-605ef4cfa3b2","build_version":"3.9.12","platform":1,"bundleID":"org.python.python","share_with_app_devs":0,"is_first_party":0,"bug_type":"309","os_version":"macOS 12.3.1 (21E258)","incident_id":"9DE0A56B-93FA-438A-9D5F-20655743C1A4","name":"Python"}
{
  "uptime" : 74000,
  "procLaunch" : "2022-05-18 22:44:20.3202 -0300",
  "procRole" : "Unspecified",
  "version" : 2,
  "userID" : 501,
  "deployVersion" : 210,
  "modelCode" : "MacBookAir10,1",
  "procStartAbsTime" : 1778018614835,
  "coalitionID" : 881,
  "osVersion" : {
    "train" : "macOS 12.3.1",
    "build" : "21E258",
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  "vmSummary" : "ReadOnly portion of Libraries: Total=925.4M resident=0K(0%) swapped_out_or_unallocated=925.4M(100%)\nWritable regions: Total=1.9G written=0K(0%) resident=0K(0%) swapped_out=0K(0%) unallocated=1.9G(100%)\n\n                                VIRTUAL   REGION \nREGION TYPE                        SIZE    COUNT (non-coalesced) \n===========                     =======  ======= \nActivity Tracing                   256K        1 \nKernel Alloc Once                   32K        1 \nMALLOC                           280.2M       42 \nMALLOC guard page                   96K        5 \nMALLOC_MEDIUM (reserved)         960.0M        8         reserved VM address space (unallocated)\nMALLOC_NANO (reserved)           384.0M        1         reserved VM address space (unallocated)\nSTACK GUARD                        208K       13 \nStack                             22.4M       13 \nVM_ALLOCATE                      118.0M       93 \nVM_ALLOCATE (reserved)           160.0M        1         reserved VM address space (unallocated)\n__AUTH                            1482K       92 \n__AUTH_CONST                      6219K      212 \n__DATA                            9296K      254 \n__DATA_CONST                      8913K      265 \n__DATA_DIRTY                       342K       83 \n__FONT_DATA                          4K        1 \n__LINKEDIT                       644.7M       57 \n__OBJC_CONST                       607K       72 \n__OBJC_RO                         82.9M        1 \n__OBJC_RW                         3152K        1 \n__TEXT                           280.7M      275 \n__UNICODE                          592K        1 \ndyld private memory               1024K        1 \nmapped file                       40.8M        7 \nshared memory                      624K        7 \n===========                     =======  ======= \nTOTAL                              2.9G     1507 \nTOTAL, minus reserved VM space     1.5G     1507 \n",
  "legacyInfo" : {
  "threadTriggered" : {
    "queue" : "cache queue"
  }
},
  "trialInfo" : {
  "rollouts" : [
    {
      "rolloutId" : "607844aa04477260f58a8077",
      "factorPackIds" : {
        "SIRI_MORPHUN_ASSETS" : "6103050cbfe6dc472e1c982a"
      },
      "deploymentId" : 240000066
    },
    {
      "rolloutId" : "61301e3a61217b3110231469",
      "factorPackIds" : {
        "SIRI_FIND_MY_CONFIGURATION_FILES" : "6216ae152a40e71046e16225"
      },
      "deploymentId" : 240000016
    }
  ],
  "experiments" : [

  ]
}
}

Model: MacBookAir10,1, BootROM 7459.101.3, proc 8:4:4 processors, 8 GB, SMC 
Graphics: Apple M1, Apple M1, Built-In
Display: Color LCD, 2560 x 1600 Retina, Main, MirrorOff, Online
Memory Module: LPDDR4
AirPort: Wi-Fi, wl0: Feb  8 2022 01:44:45 version 18.60.21.0.7.8.126 FWID 01-1cdae627
Bluetooth: Version (null), 0 services, 0 devices, 0 incoming serial ports
Network Service: Wi-Fi, AirPort, en0
USB Device: USB31Bus
USB Device: USB31Bus
Thunderbolt Bus: MacBook Air, Apple Inc.
Thunderbolt Bus: MacBook Air, Apple Inc.
```


### Versions

```
Collecting environment information...
PyTorch version: 1.12.0.dev20220518
Is debug build: False
CUDA used to build PyTorch: None
ROCM used to build PyTorch: N/A

OS: macOS 12.3.1 (arm64)
GCC version: Could not collect
Clang version: 13.1.6 (clang-1316.0.21.2.3)
CMake version: version 3.23.1
Libc version: N/A

Python version: 3.9.12 (main, May  8 2022, 17:57:49)  [Clang 13.1.6 (clang-1316.0.21.2)] (64-bit runtime)
Python platform: macOS-12.3.1-arm64-arm-64bit
Is CUDA available: False
CUDA runtime version: No CUDA
GPU models and configuration: No CUDA
Nvidia driver version: No CUDA
cuDNN version: No CUDA
HIP runtime version: N/A
MIOpen runtime version: N/A
Is XNNPACK available: True

Versions of relevant libraries:
[pip3] numpy==1.22.1
[pip3] torch==1.12.0.dev20220518
[pip3] torchaudio==0.11.0
[pip3] torchvision==0.12.0
[conda] Could not collect
```

cc @kulinseth @albanD @malfet @DenisVieriu97 @razarmehr @abhudev