Forums - SnpeError$NativeException: Unable to create network

2 posts / 0 new
or Register
Last post
SnpeError$NativeException: Unable to create network
eric.descheres
Join Date: 9 Feb 24
Posts: 1
Posted: Tue, 2024-02-13 05:51
Top

Hello everybody,

After having successfully converted my model from Onnx to DLC, I'm getting an error at runtime (Android) when trying to build the model.
Error is the following:
Caused by: com.qualcomm.qti.snpe.SnpeError$NativeException: Unable to create network! Cause: error_code=1002; error_message=Layer parameter value is invalid. error_code=1002; error_message=Layer parameter value is invalid. No backend could validate Op=/core/core/layers.0/blocks.0/Transpose Type=Transpose error code=3110; error_component=Model Validation; line_no=1073; thread_id=527913553072; error_component=Model Validation; line_no=277; thread_id=543938721016

The Transpose operation from model info is the following:
| 9   | /core/core/layers.0/blocks.0/Transpose                                       | Transpose      | /core/core/layers.0/blocks.0/Reshape_1_output_0 (data type: Float_32; tensor dimension: [1, 4, 16, 4, 16, 96]; tensor type: NATIVE)                          | /core/core/layers.0/blocks.0/Transpose_output_0 (data type: Float_32; tensor dimension: [1, 4, 4, 16, 16, 96]; tensor type: NATIVE)                          | 1x4x4x16x16x96  | A D G C  | packageName: qti.aisw                                                          |

Is there a way to know why this error occurs and how to solve it?

Environment:
Ubuntu 20.04
SNPE: 2.16.0.23.10.29
Python: 3.8
ONNX: 1.11.0

Thanks a lot for your help

Eric

 

 

  • Up1
  • Down0
Re: SnpeError$NativeException: Unable to create network
nguy3nt4n99
Join Date: 14 Mar 24
Posts: 2
Posted: Sat, 2024-04-06 08:34
Top

Helo Eric.descheres

I also encountered the same error as you. Have you fixed it yet?
My error: error_code=1002; error_message=Layer parameter value is invalid. No backend could validate Op=/model.22/Where Type=Eltwise_Ternary error code=3110; error_component=Model Validation; line_no=137; thread_id=547674329248
According to snpe documentation, at Network models/Supported network layers. ElementWiseSelect (Where) has support for gpu, cpu. However I can only use it with cpu but not gpu.
 

Environment:
Ubuntu 20.04
SNPE: 2.21.0.240401120655_85612
Python: 3.8
ONNX: 1.11.0

  • Up0
  • Down0
or Register

Opinions expressed in the content posted here are the personal opinions of the original authors, and do not necessarily reflect those of Qualcomm Incorporated or its subsidiaries (“Qualcomm”). The content is provided for informational purposes only and is not meant to be an endorsement or representation by Qualcomm or any other party. This site may also provide links or references to non-Qualcomm sites and resources. Qualcomm makes no representations, warranties, or other commitments whatsoever about any non-Qualcomm sites or third-party resources that may be referenced, accessible from, or linked to this site.