apple / apple/coremltools

Can't run yolo9 model on M4 after converting it using the newest version of coremltools

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Python
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Description

## ❓Question
May be related to https://github.com/apple/ml-cvnets/issues/107

{"is_simulated":1,"app_name":"siriactionsd","timestamp":"2024-07-24 09:03:47.00 +0200","app_version":"","slice_uuid":"1be44097-3784-3632-b0d2-0affe22d020e","build_version":"","platform":2,"share_with_app_devs":0,"is_first_party":1,"bug_type":"308","os_version":"iPhone OS 17.5.1 (21F90)","roots_installed":0,"incident_id":"796F9A5E-F6BF-480C-993B-1B5755F8CE7E","name":"siriactionsd"}
{
"uptime" : 59,
"procRole" : "Unspecified",
"version" : 2,
"userID" : 501,
"deployVersion" : 210,
"modelCode" : "iPad16,4",
"coalitionID" : 249,
"osVersion" : {
"isEmbedded" : true,
"train" : "iPhone OS 17.5.1",
"releaseType" : "User",
"build" : "21F90"
},
"captureTime" : "2024-07-24 09:03:47.1396 +0200",
"codeSigningMonitor" : 2,
"incident" : "796F9A5E-F6BF-480C-993B-1B5755F8CE7E",
"pid" : 156,
"cpuType" : "ARM-64",
"roots_installed" : 0,
"bug_type" : "308",
"procStartAbsTime" : 349863686,
"procName" : "siriactionsd",
"procPath" : "\/System\/Library\/PrivateFrameworks\/VoiceShortcuts.framework\/Support\/siriactionsd",
"parentPid" : 1,
"coalitionName" : "com.apple.siriactionsd",
"crashReporterKey" : "4946ca8cd79e46a08a5b485a1adbbf931757709e",
"wasUnlockedSinceBoot" : 1,
"isLocked" : 0,
"codeSigningValidationCategory" : 0,
"codeSigningTrustLevel" : 0,
"basebandVersion" : "1.60.02",
"isLightWeightCorpse" : 1,
"exception" : {"codes":"0x6000000000000007, 0x0000000000000009","reason":9,"message":"namespc 7 reason_code 0x0000000000000009","subtype":"GUARD_TYPE_USER","type":"EXC_GUARD","rawCodes":[6917529027641081863,9],"namespc":7},
"termination" : {"flags":518,"code":9,"namespace":"LIBXPC","indicator":"XPC_EXIT_REASON_FAULT"},
"faultingThread" : 0,
"threads" : [{"triggered":true,"id":4944,"threadState":{"x":[{"value":20480},{"value":250478592},{"value":8880248329062891023},{"value":1658783934704776108},{"value":6692929536},{"value":15316552549444616367},{"value":3277916848112869440},{"value":20612254592},{"value":20612254592},{"value":20602531904},{"value":0},{"value":8452857776},{"value":1},{"value":20603225984},{"value":20603273216},{"value":4342071296},{"value":20480},{"value":6128839328},{"value":17085390353188810560},{"value":20603225984},{"value":20603273216},{"value":0},{"value":0},{"value":6128839536},{"value":13986913809558002376},{"value":0},{"value":4294967296},{"value":0},{"value":20602531904}],"flavor":"ARM_THREAD_STATE64","lr":{"value":4342071296},"cpsr":{"value":0},"fp":{"value":20480},"sp":{"value":3426001792},"esr":{"value":20480,"description":" Address size fault"},"pc":{"value":52,"matchesCrashFrame":0},"far":{"value":0}},"frames":[{"imageOffset":1361516160,"imageIndex":0},{"imageOffset":1694592984,"imageIndex":0},{"imageOffset":1694679968,"imageIndex":0},{"imageOffset":1694681760,"imageIndex":0},{"imageOffset":160495744,"imageIndex":0},{"imageOffset":160687772,"imageIndex":0},{"imageOffset":159870544,"imageIndex":0},{"imageOffset":160559988,"imageIndex":0},{"imageOffset":173766936,"imageIndex":0},{"imageOffset":173767044,"imageIndex":0},{"imageOffset":175232760,"imageIndex":0},{"imageOffset":1016140,"imageIndex":0},{"imageOffset":1004648,"imageIndex":0},{"imageOffset":1003772,"imageIndex":0},{"imageOffset":971120,"imageIndex":0},{"imageOffset":963780,"imageIndex":0},{"imageOffset":184004400,"imageIndex":0},{"imageOffset":269245908,"imageIndex":0},{"imageOffset":269252180,"imageIndex":0},{"imageOffset":184004368,"imageIndex":0},{"imageOffset":172159384,"imageIndex":0},{"imageOffset":172888732,"imageIndex":0},{"imageOffset":882336384,"imageIndex":0},{"imageOffset":882335972,"imageIndex":0},{"imageOffset":882334932,"imageIndex":0},{"imageOffset":882559720,"imageIndex":0},{"imageOffset":882615336,"imageIndex":0},{"imageOffset":1180577304,"imageIndex":0},{"imageOffset":1179905608,"imageIndex":0},{"imageOffset":324413284,"imageIndex":0},{"imageOffset":324417992,"imageIndex":0},{"imageOffset":269318292,"imageIndex":0},{"imageOffset":269320348,"imageIndex":0},{"imageOffset":1694312696,"imageIndex":0},{"imageOffset":1694298316,"imageIndex":0}]}],
"usedImages" : [
{
"size" : 3076997120,
"source" : "S",
"base" : 6442450944,
"uuid" : "0fbe0c43-cefa-3c7b-acf3-3333332f0517"
}
],
"legacyInfo" : {
"threadTriggered" : {

}
},
"trialInfo" : {
"rollouts" : [

],
"experiments" : [

]
},
"reportNotes" : [
"PC register does not match crashing frame (0x34 vs 0x1D1271680)"
]
}

Contributor guide

Open the contributing guide

Research direction

No source file, test, conversion command, model artifact, or coremltools version is identified. Start by obtaining the YOLO9 conversion and M4 runtime reproduction details; done means isolating an actionable compatibility defect or documenting that the report lacks enough information.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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