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digicatapult / dc-federated

A python library for federated learning supporting consortium scale deployment.
Apache License 2.0
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M1 Apple chip #10

Open henrydrp10 opened 2 years ago

henrydrp10 commented 2 years ago

Hello,

After installing everything according to the tutorial, I have tried to run the fed_avg_server from the mnist examples. I get now zsh: Illegal hardware instruction. Is the M1 chip supported?

Thank you.

hassan-digicatapult commented 2 years ago

Hi - can you post the full trace please.

henrydrp10 commented 2 years ago

Translated Report (Full Report Below)

Process: Python [14094] Path: /Library/Frameworks/Python.framework/Versions/3.7/Resources/Python.app/Contents/MacOS/Python Identifier: org.python.python Version: 3.7.8 (3.7.8) Code Type: X86-64 (Translated) Parent Process: zsh [13076] Responsible: iTerm2 [1331] User ID: 501

Date/Time: 2022-06-14 14:36:29.0001 +0100 OS Version: macOS 12.4 (21F79) Report Version: 12 Anonymous UUID: 3A736357-F13D-7FAB-3963-54873C0C069C

Sleep/Wake UUID: CE4A1E8E-88AE-411F-8C9D-A30173BA6F37

Time Awake Since Boot: 25000 seconds Time Since Wake: 763 seconds

System Integrity Protection: enabled

Crashed Thread: 0 Dispatch queue: com.apple.main-thread

Exception Type: EXC_BAD_INSTRUCTION (SIGILL) Exception Codes: 0x0000000000000001, 0x0000000000000000 Exception Note: EXC_CORPSE_NOTIFY

Termination Reason: Namespace SIGNAL, Code 4 Illegal instruction: 4 Terminating Process: exc handler [14094]

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Thread 1:: com.apple.rosetta.exceptionserver 0 runtime 0x7ff7ffc429c4 0x7ff7ffc3e000 + 18884 1 runtime 0x7ff7ffc50460 0x7ff7ffc3e000 + 74848 2 runtime 0x7ff7ffc51ed8 0x7ff7ffc3e000 + 81624

Thread 0 crashed with X86 Thread State (64-bit): rax: 0x000000010db45b90 rbx: 0x00007fe4407e10f0 rcx: 0x0000000000000001 rdx: 0x0000000000000010 rdi: 0x00007fe4412f6b18 rsi: 0x0000000000000007 rbp: 0x00000003026f2780 rsp: 0x00000003026f25f0 r8: 0xf54ca14b940ffa3c r9: 0x00000000ffffffff r10: 0x000000000000000f r11: 0x07aa650a5ca07fd1 r12: 0x000000010db59ff0 r13: 0x0000000000000001 r14: 0x00007fe441304910 r15: 0x0000000000005dc1 rip: 0x000000010db37a08 rfl: 0x0000000000000202 tmp0: 0x000000010db37a08 tmp1: 0x058d48c06ef9e1c4 tmp2: 0x00f9e1c40000db4c

Binary Images: 0x10db13000 - 0x10db51fff corecext.cpython-37m-darwin.so () /Users/USER//corecext.cpython-37m-darwin.so 0x109297000 - 0x109472fff org.python.python (3.7.8, (c) 2001-2019 Python Software Foundation.) <88bc7cce-fa44-3bc7-bc5d-5a53f9c473e6> /Library/Frameworks/Python.framework/Versions/3.7/Python 0x200cf7000 - 0x200d62fff dyld () /usr/lib/dyld 0x7ff7ffc3e000 - 0x7ff7ffc6dfff runtime () <0ee8ce32-639c-316a-9551-dab9a2e0c8a5> /usr/libexec/rosetta/runtime

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=761.8M resident=0K(0%) swapped_out_or_unallocated=761.8M(100%) Writable regions: Total=1.4G written=0K(0%) resident=0K(0%) swapped_out=0K(0%) unallocated=1.4G(100%)

                            VIRTUAL   REGION

REGION TYPE SIZE COUNT (non-coalesced) =========== ======= ======= Kernel Alloc Once 8K 1 MALLOC 211.1M 29 MALLOC guard page 96K 4 MALLOC_MEDIUM (reserved) 344.0M 3 reserved VM address space (unallocated) MALLOC_NANO (reserved) 384.0M 1 reserved VM address space (unallocated) Rosetta Arena 4096K 2 Rosetta Generic 880K 217 Rosetta IndirectBranch 192K 2 Rosetta JIT 128.0M 1 Rosetta Return Stack 200K 20 Rosetta Thread Context 200K 20 Stack 16.0M 1 Stack Guard 16K 1 VM_ALLOCATE 13.0M 63 VM_ALLOCATE (reserved) 288.0M 5 reserved VM address space (unallocated) DATA 6807K 192 DATA_CONST 5211K 83 DATA_DIRTY 209K 51 LINKEDIT 405.7M 65 OBJC_RO 82.7M 1 OBJC_RW 3200K 2 TEXT 356.1M 188 UNICODE 592K 1 dyld private memory 1024K 1 mapped file 5.8G 346 shared memory 32K 2 unshared pmap 1696K 1 =========== ======= ======= TOTAL 8.0G 1303 TOTAL, minus reserved VM space 7.0G 1303

Full Report

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hassan-digicatapult commented 2 years ago

Hi can you cut and paste the what you see on the terminal after you run the code and also give me a pip freeze.

henrydrp10 commented 2 years ago

I only get the illegal instruction line, I attach my terminal here.

Screenshot 2022-06-14 at 15 49 30

Apart from that line, I get this new window. I you click report, then the full trace of the error appears, which is what I sent you earlier.

Screenshot 2022-06-14 at 15 48 32

Thank you so much for your help.

hassan-digicatapult commented 2 years ago

Thanks for that.

We have not tested this library on M1 machines. But on the other hand I don't think this problem is specific to the library itself but rather because its dependencies are not compatible with M1. From what you have posted and digging around on the internet, it seems that rosetta is having trouble translating properly from x86 to M1 native instruction set.

Because of their complexity/hardware dependency, pytorch and gevent are the most likely culprits. Can you open a python terminal and try importing those two libraries? If that succeeds can you try running a small program that uses them?

(one solution I've seen is to turn off disabling Rosetta when you start your zsh terminal - seems counterintuitive, but may be worth giving a shot just to see what happens)

hassan-digicatapult commented 2 years ago

Sorry I meant disable Rosetta not the double negative.