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

[imerish]

❓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)" ] }

[jakesabathia2]

Is this a regression in coremltools? If so, could you provide a script that we can reproduce your issue?

[imerish]

yolo segment export model=path/to/best.pt format=coreml imgsz=(1280,1280) half=True int8=False nms=False