Adapting hls4ml project to Bambu

Question

Adapting hls4ml project to Bambu

DavErrico opened this issue 3 years ago · comments

Hello everyone,

I am currently new to the software and I am attempting to synthesize a neural network model. I obtained the high-level code in C++ by converting the Keras model using hls4ml. However, when I launch my project using the top-level function as an input I get the following error:

Unrecognized keyword at line number |12072| text is |nw_expr| error -> Parse error error -> Error in tree parsing

I have read that it is possible to adapt the intermediate representation produced by hls4ml so that Bambu can be used, but how can it be done?

I'm using the VM with the pre-configured version of Bambu on Ubuntu 18.04. I would appreciate it if someone could help me.
Thank you.

Kind regards,
Davide

Serena Curzel · Answer 1 · Sun Dec 05 2021 01:38:43 GMT+0800 (China Standard Time)

Hi, I answered to you privately by email. I saw another post on this issue but it disappeared now (?)

DavErrico · Answer 2 · Sun Dec 05 2021 01:59:59 GMT+0800 (China Standard Time)

Hi, actually I have replied to your email now and so I have deleted the comment on this issue. Thank you.

mohamedelhewehy · Answer 3 · Mon Oct 24 2022 06:22:07 GMT+0800 (China Standard Time)

I have the same question how to use bambu with hls4ml. As i'm currently doing a research in this. Could you please send me

Fabrizio Ferrandi · Answer 4 · Mon Oct 24 2022 15:00:11 GMT+0800 (China Standard Time)

Hi, I'm sorry, but currently, Bambu does not support all possible outputs generated by hls4ml.