yolov11转出的模型，用2.14的opt转到nb模型，android demo运行预测时崩溃

[nielev]

为使您的问题得到快速解决，在建立 Issue 前，请您先通过如下方式搜索是否有相似问题:历史 issue, FAQ 文档, 官方文档

• 标题：yolov11转出的模型，用2.14的opt转到nb模型，android demo运行预测时崩溃

• 版本、预测库信息：
     1）Paddle Lite 版本：v2.14 commit:58e876d38d92b722f527946954c12231cd7ef7c6
     2）Host 环境：Mac OS 15.0.1
     3）运行设备环境：请描述运行设备信息，小米 12Pro
     4）预测后端信息： CPU

• 预测信息
     1）预测 API：java
     2）预测选项信息：armv8、单线程
     3）预测库来源：官网下载inference_lite_lib.android.armv8.gcc.c++_static.with_extra

• 复现信息：如为报错，请提供剥离业务环境的可复现预测 demo，用于问题复现

• 用mac版本的2.14opt转换的nb模型
  v2.0_det_opt.nb.zip

• 问题描述：请详细描述您的问题，同步贴出报错信息、日志/代码关键片段

• 运行预测就crash

• [F 11/ 2 10:34:50.665 ...Paddle-Lite/lite/operators/reshape_op.cc:326 ValidateShape] Check failed: (capacity == input_size): 102400!==230400 Invalid shape is given.
  2024-11-02 10:34:50.665 30706-30756 libc com.baidu.paddle.lite.demo.ocr A Fatal signal 6 (SIGABRT), code -1 (SI_QUEUE) in tid 30756 (Predictor Worke), pid 30706 (e.lite.demo.ocr)
  2024-11-02 10:34:50.885 30804-30804 DEBUG pid-30804 A *** *** *** *** *** *** *** *** *** *** *** *** *** *** *** ***
  2024-11-02 10:34:50.885 30804-30804 DEBUG pid-30804 A Build fingerprint: 'Xiaomi/zeus/zeus:14/UKQ1.230917.001/V816.0.4.0.ULBCNXM:user/release-keys'
  2024-11-02 10:34:50.885 30804-30804 DEBUG pid-30804 A Revision: '0'
  2024-11-02 10:34:50.885 30804-30804 DEBUG pid-30804 A ABI: 'arm64'
  2024-11-02 10:34:50.885 30804-30804 DEBUG pid-30804 A Timestamp: 2024-11-02 10:34:50.739745624+0800
  2024-11-02 10:34:50.885 30804-30804 DEBUG pid-30804 A Process uptime: 5s
  2024-11-02 10:34:50.885 30804-30804 DEBUG pid-30804 A Cmdline: com.baidu.paddle.lite.demo.ocr
  2024-11-02 10:34:50.885 30804-30804 DEBUG pid-30804 A pid: 30706, tid: 30756, name: Predictor Worke >>> com.baidu.paddle.lite.demo.ocr <<<
  2024-11-02 10:34:50.885 30804-30804 DEBUG pid-30804 A uid: 10748
  2024-11-02 10:34:50.885 30804-30804 DEBUG pid-30804 A tagged_addr_ctrl: 0000000000000001 (PR_TAGGED_ADDR_ENABLE)
  2024-11-02 10:34:50.885 30804-30804 DEBUG pid-30804 A pac_enabled_keys: 000000000000000f (PR_PAC_APIAKEY, PR_PAC_APIBKEY, PR_PAC_APDAKEY, PR_PAC_APDBKEY)
  2024-11-02 10:34:50.885 30804-30804 DEBUG pid-30804 A signal 6 (SIGABRT), code -1 (SI_QUEUE), fault addr --------
  2024-11-02 10:34:50.885 30804-30804 DEBUG pid-30804 A Abort message: '[F 11/ 2 10:34:50.665 ...Paddle-Lite/lite/operators/reshape_op.cc:326 ValidateShape] Check failed: (capacity == input_size): 102400!==230400 Invalid shape is given.'
  2024-11-02 10:34:50.885 30804-30804 DEBUG pid-30804 A x0 0000000000000000 x1 0000000000007824 x2 0000000000000006 x3 00000076424003d0
  2024-11-02 10:34:50.885 30804-30804 DEBUG pid-30804 A x4 2c646b6363604f2d x5 2c646b6363604f2d x6 2c646b6363604f2d x7 7f7f7f7f7f7f7f7f
  2024-11-02 10:34:50.885 30804-30804 DEBUG pid-30804 A x8 00000000000000f0 x9 00000076ea8a7ea8 x10 0000000000000001 x11 00000076ea924420
  2024-11-02 10:34:50.885 30804-30804 DEBUG pid-30804 A x12 0000000000000167 x13 0000000000000000 x14 0000000000000001 x15 ffffffffffffffc4
  2024-11-02 10:34:50.885 30804-30804 DEBUG pid-30804 A x16 00000076ea98fa18 x17 00000076ea967ea0 x18 0000000000000040 x19 00000000000077f2
  2024-11-02 10:34:50.885 30804-30804 DEBUG pid-30804 A x20 0000000000007824 x21 00000000ffffffff x22 0000007642400530 x23 0000000000000190
  2024-11-02 10:34:50.885 30804-30804 DEBUG pid-30804 A x24 00000075c5f3bf20 x25 0000007642401260 x26 00000076f5a60f80 x27 000000762f7bcc00
  2024-11-02 10:34:50.885 30804-30804 DEBUG pid-30804 A x28 0000007642401010 x29 0000007642400450
  2024-11-02 10:34:50.885 30804-30804 DEBUG pid-30804 A lr 00000076ea915164 sp 00000076424003b0 pc 00000076ea915190 pst 0000000000001000
  2024-11-02 10:34:50.885 30804-30804 DEBUG pid-30804 A 2 total frames
  2024-11-02 10:34:50.885 30804-30804 DEBUG pid-30804 A backtrace:
  2024-11-02 10:34:50.885 30804-30804 DEBUG pid-30804 A #00 pc 0000000000095190 /apex/com.android.runtime/lib64/bionic/libc.so (abort+168) (BuildId: 1e3ca19bcae05c01b019c85f3f422e56)
  2024-11-02 10:34:50.885 30804-30804 DEBUG pid-30804 A Crash #1 pc 000000000012b24c /data/app/~~f1rNRELraykqlKQrrIR16w==/com.baidu.paddle.lite.demo.ocr-A7nwYpEo1wdOrLI3SP8NrA==/base.apk!libpaddle_light_api_shared.so (offset 0x2fca000)
  2024-11-02 10:34:50.915 30804-30804 MIUINDBG pid-30804 E miui_native_debug_process_O
  2024-11-02 10:34:50.915 30804-30804 MIUINDBG pid-30804 E unable to connect to mqsas native socket
  2024-11-02 10:34:50.916 1113-1113 tombstoned tombstoned E Tombstone written to: tombstone_25
  ---------------------------- PROCESS ENDED (30706) for package com.baidu.paddle.lite.demo.ocr ----------------------------

[cmcamdy]

从报错看是执行reshape算子的时候输入输出shape的大小不一致，参考这里代码的326行：https://github.com/PaddlePaddle/Paddle-Lite/blob/develop/lite/operators/reshape_op.cc

• 里面的capacity实际上就是输出shape的乘积
• 然后就是你给的.nb文件，里面图太大了，建议针对reshape算子用二分切一下图，定位shape不一致的区域，方便进一步分析～

切图工具/print算子

• https://github.com/hong19860320/PaddleLite-generic-demo/blob/develop/tools/model_utilities/split_model.py
• https://github.com/hong19860320/PaddleLite-generic-demo/blob/develop/tools/model_utilities/insert_print_op.py