無法將onnx模型編譯成nef格式

您好：

我在使用kneron toolchain且想將onnx 模型編譯成nef ，並且依照這個網頁內https://doc.kneron.com/docs/#toolchain/appendix/operators/ 查看支援的算子，但我已經排除了kl720不支援的算子，仍然有以下錯誤：

use toolchain binaries

use toolchain binaries

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Processing model: best

INFO:kneronnxopt:The input model has been checked. Start simplifying.

Checking 0/1...

INFO:kneronnxopt:Start independent preprocessing optimization passes.

INFO:kneronnxopt:Start shape preparation and optimizations.

INFO:kneronnxopt:Start operator related optimizations.

INFO:kneronnxopt:Start pattern related optimizations.

INFO:kneronnxopt:Start independent postprocessing optimization passes.

INFO:kneronnxopt:Comparing inference result between original/optimized ONNX... (add flag '--skip_check' if want to skip this step)

WARNING:kneronnxopt.checker:

Arrays are not almost equal to 4 decimals

Mismatched elements: 99 / 210000 (0.0471%)

Max absolute difference: 0.00024414

Max relative difference: 5.7531443e-06

 x: array([1.1304e+01, 1.7465e+01, 2.1873e+01, ..., 3.7253e-06, 2.3246e-06,

    3.4571e-06], dtype=float32)

 y: array([1.1304e+01, 1.7465e+01, 2.1873e+01, ..., 3.7253e-06, 2.3246e-06,

    3.4571e-06], dtype=float32)

WARNING:kneronnxopt:The optimized model might not be correct.

INFO:kneronnxopt:The input model has been checked. Start simplifying.

Checking 0/1...

INFO:kneronnxopt:Start independent preprocessing optimization passes.

INFO:kneronnxopt:Start shape preparation and optimizations.

INFO:kneronnxopt:Start operator related optimizations.

INFO:kneronnxopt:Start pattern related optimizations.

INFO:kneronnxopt:Start independent postprocessing optimization passes.

INFO:kneronnxopt:Comparing inference result between original/optimized ONNX... (add flag '--skip_check' if want to skip this step)

INFO:kneronnxopt.checker:Two models have the same behaviour.

ERROR:root: Failure for model "best_optimized/best_optimized" when running "kdp720/compiler frontend"

===========================================

=      report on flow status    =

===========================================

                     kdp720        general                            

               compiler frontend compiler_cfg clean_opt nef_model_id model oversize post_clean onnx size (MB)

category    case                                                     

best_optimized best_optimized     Err: 134      ✓     ✓    32768       ✓     ✓       9

[2025-11-25 15:24:10] [debug] [Thread: 834] [/projects_src/kneron-piano_v2/dynasty/floating_point/floating_point/src/common/BaseInferencerImpl.cpp:63] 

start to create operators....

[2025-11-25 15:24:10] [debug] [Thread: 834] [/projects_src/kneron-piano_v2/dynasty/floating_point/floating_point/src/common/BaseInferencerImpl.cpp:102] 

The model allocated space: 585.29252 Mbytes( including workspace: 0.0 Mbytes)

Section 3 E2E simulator finished.

ERROR:root: Failure for model "best_optimized/best_optimized" when running "kdp720/compiler frontend"

===========================================

=      report on flow status    =

===========================================

                     kdp720        general                            

               compiler frontend compiler_cfg clean_opt nef_model_id model oversize post_clean onnx size (MB)

category    case                                                     

best_optimized best_optimized     Err: 134      ✓     ✓    32768       ✓     ✓       9

Workflow failed!

Quantization model generation failed. See above message for details.

在此附上我的模型以及編譯腳本

希望能幫我解惑，到底是哪裡有問題，導致無法編譯成功。