TDA2EXEVM: TIDL power layer

Eric Lai

Part Number: TDA2EXEVM

Hi TIDL experts,

I have a model that need the caffe "power layer" .

The layer information is as below:

layer {
name: "conv2/neg"
type: "Power"
bottom: "conv2"
top: "conv2/neg"
power_param {
power: 1
scale: -1.0
shift: 0
}
}

But from the TIDL datasheet , I know this layer is not supported.

Is there any suggestion about this part? I want to implement this model on the device.

Please give me some suggestion.

Thank you.

Best Regards,

Eric Lai

over 7 years ago

0 Praveen Eppa1 over 7 years ago

TI__Genius 17580 points

Hi Eric Lai,

You can refer to EltWise layer to implement this "Power Layer" if you have source code access.

If you don't have source code access then run your network up to power layer in TIDL and then run power layer (may be in C) and then run the remaining network on TIDL. This is not ideal if you have many Power layers in between.

Thanks,
Praveen

0 Eric Lai over 7 years ago in reply to Praveen Eppa1

Expert 1140 points

Hi Praveen,
Okay, thank you.
Btw, i want to know what is TI's future plan on the deep learning?
Will you support other kinds of deep learning model?
for example , RNN, LSTM....

Best Regards,
Eric Lai

0 kumar.desappan over 7 years ago in reply to Eric Lai

TI__Mastermind 22145 points

As of now. We are not planning to add these layers support.

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TDA2EXEVM: TIDL power layer