INetwork et al

Autonomous Machines Jetson & Embedded Systems Jetson AGX Xavier
1

I want to run the network many times but each time to indicate a different layer as the output, such that if I have 100 layers, I want to run it 100 times and each time a different layer is marked as the output.
As far as I saw this can ONLY be done on the INetworkDefinition object, however if I deserialize the full network (the full 100 layers) I don’t have the INetworkDefinition object to do so… and therefore I need to build the network 100 times? which takes huge amounts of time…

Is there any easier way to do this?

thanks
Eyal

3

Hi,

Would you mind to share more information about your use case with us?

For example, if a model with layer A->B->C->D->E->F.
Which use case are you targeting to?

  1. A->B->C
  2. A->B->C->D
  3. A->B->C->D->E
  4. A->B->C->D->E->F

or

  1. A->B->C
  2. C->D
  3. D->E
  4. E->F

For both use case, you can binding all the possible layer(ex. C, D, E, F) as output.
And only access the layer you needed when runtime.

Thanks.

4

Hi,
I need the first scenario. I’ll try the solution you suggested of binding all possible layers as outputs.

Thanks
Eyal