cancel
Showing results for 
Show  only  | Search instead for 
Did you mean: 
HSJeong
Observer
Observer
535 Views
Registered: ‎01-29-2021

When will the VCK190 DPU (DPUCVDX8G) support mobilenet?

Jump to solution

Hi,

When will the VCK190 DPU (DPUCVDX8G) support mobilenet?

Does Xilinx not support mobilenet for technical reasons? Or is Xilinx planning to apply?

If mobilenet is not supported, what is the reason?

 

Thanks!

Tags (2)
0 Kudos
1 Solution

Accepted Solutions
gguasti
Moderator
Moderator
351 Views
Registered: ‎11-29-2007

yes, depthwise convolution is in the plan.

please stay tuned with Vitis AI 1.4

View solution in original post

3 Replies
gguasti
Moderator
Moderator
470 Views
Registered: ‎11-29-2007

MobileNet model has 27 Convolutions layers which includes 13 depthwise Convolution, 1 Average Pool layer, 1 Fully Connected layer and 1 Softmax Layer.

Depthwise convolution is not supported in DPUCVDX8G (please refer to UG1414, pag 90) 

 

0 Kudos
HSJeong
Observer
Observer
450 Views
Registered: ‎01-29-2021

Hi, gguasti. Thanks for your response.

 

As you said, I was asking a question after reading UG1414, page 90.

I think the VCK190's DPU will perform better than the ZCU102's DPU.
However, I don't understand that depthwise-conv2d supported by the DPU of ZCU102 is not supported by the DPU of VCK190.
Does the VCK190's DPU have any plans to support depthwise-conv2d in the future?

Thanks!

HSJeong_0-1615331277597.png

 

 

0 Kudos
gguasti
Moderator
Moderator
352 Views
Registered: ‎11-29-2007

yes, depthwise convolution is in the plan.

please stay tuned with Vitis AI 1.4

View solution in original post