torch.nn.Conv3D on MPS backend #77818
Description
🐛 Describe the bug
Using Conv3D on MPS backend, like in this sample code:
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,
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},
"captureTime" : "2022-05-18 22:44:20.6603 -0300",
"incident" : "9DE0A56B-93FA-438A-9D5F-20655743C1A4",
"bug_type" : "309",
"pid" : 48029,
"procExitAbsTime" : 1778026745864,
"translated" : false,
"cpuType" : "ARM-64",
"procName" : "Python",
"procPath" : "\/opt\/homebrew\/*\/Python.framework\/Versions\/3.9\/Resources\/Python.app\/Contents\/MacOS\/Python",
"bundleInfo" : {"CFBundleShortVersionString":"3.9.12","CFBundleVersion":"3.9.12","CFBundleIdentifier":"org.python.python"},
"storeInfo" : {"deviceIdentifierForVendor":"8609997B-9AB4-5133-A7E8-6B9CC49395B0","thirdParty":true},
"parentProc" : "fish",
"parentPid" : 22773,
"coalitionName" : "com.googlecode.iterm2",
"crashReporterKey" : "37559CD1-BBA5-46C4-92C9-52CBDEDD1C5E",
"responsiblePid" : 74184,
"responsibleProc" : "iTerm2",
"wakeTime" : 4829,
"sleepWakeUUID" : "0D6A0AE4-267E-4E25-8625-6F3AD3D4E3F6",
"sip" : "enabled",
"isCorpse" : 1,
"exception" : {"codes":"0x0000000000000000, 0x0000000000000000","rawCodes":[0,0],"type":"EXC_CRASH","signal":"SIGABRT"},
"asi" : {"libsystem_c.dylib":["\/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'"]},
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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