Forums - Multiple output layers not avaliable if debug is disabled

3 posts / 0 new
or Register
Last post
Multiple output layers not avaliable if debug is disabled
nikola.nenadic
Join Date: 27 Feb 18
Posts: 5
Posted: Tue, 2022-08-23 13:50
Top

hi

Enviroment:
- Android 12
- SNPE 1.63.0.3523
- network https://storage.googleapis.com/download.tensorflow.org/models/tflite/pos...

converting to dlc command:

npe-tflite-to-dlc --input_network posenet_mobilenet_v1_100_257x257_multi_kpt_stripped.tflite \
                  --input_dim serving_default_input:0 "1,257,257,3" \
                  --output_path posenet_mobilenet_v1_100_257x257_multi_kpt_stripped_new_nod.dlc \
                  --out_node "MobilenetV1/heatmap_2/BiasAdd" \
                  --out_node "MobilenetV1/displacement_bwd_2/BiasAdd" \
                  --out_node "MobilenetV1/displacement_fwd_2/BiasAdd" \
                  --out_node "MobilenetV1/offset_2/BiasAdd"

Network builder creation code clip:

builder = new SNPE.NeuralNetworkBuilder(application).
        setRuntimeOrder(runtime).
        setDebugEnabled(true).
        setCpuFallbackEnabled(true).
        setModel(resource, resource.available()).
        setUseUserSuppliedBuffers(false);

if debug is enabled after processing image it will prodce more otputs than 4 that i put in the conversing command. However if option setDebugEnabled is set to false then we will have only one ouput layer.

Is there any limitation and reason why it is not available more then one output layer if debug is disabled?

Is there any way to overcome  this problem?

Best regards

 

 

 

 

 


 

 

 
  • Up0
  • Down0
Re: Multiple output layers not avaliable if debug is disabled
weihuan
Join Date: 12 Apr 20
Posts: 270
Posted: Sun, 2022-09-04 06:16
Top

Dear customer,

We don't hear the issue as you descripted. How about snpe-net-run for your converted dlc files?

BR.

Wei

  • Up0
  • Down0
Re: Multiple output layers not avaliable if debug is disabled
nikola.nenadic
Join Date: 27 Feb 18
Posts: 5
Posted: Mon, 2022-09-19 14:23
Top

hi Wei,

Execution of the snpe-net-run can be done without problem.

I also can execute the network on the Android with paramiter

setDebugEnabled(true)

we receving all data that is expected from the network.

If the value is set to false 

setDebugEnabled(false)

i only get single output layer upon execution of the network and the rest of it not available.

Do you have any SSD  metwork with mltiple output nods that i for sure can be used as a base?

Best regards,

Nikola

 

  • 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.