Choose timezone
Your profile timezone:
Edge SpAIce CERN Technical Meeting
→
Europe/Zurich
42/R-016 (CERN)
Edge SpAIce CERN Technical Meeting
Attendance
Room: Sioni, Nicolò, George, Tanawin
Zoom: None
Minutes
Tanawin
- chopping hls4ml into multiple parts
- a CNN
- cutting the model graph into 3
- showing both static use case and partial reconfig use case
- WNS is improved for partial reconfiguration use case
- Static use case meets timing, but partial reconfig cases could operate at high frequency
- Partial reconfiguration time
47 ms(400 MB/s)- Full Pynq loading
290 ms
- Overall execution time
- Loading each partial reconfiguration region one by one
- ~180 ms for PR
- ~50 ms for Static
- Correctness
- Results match for PR vs Static
- UNET
- More complicated because of branches
- Automation of the procedure with a script
- Aim for hls4ml meeting presentation near end of project
- Could measure system power
Round table
- George
- Has office until end of month
- Sioni to query about office in August and beyond
- Worked through tutorials
- Need some means to check if board is in use
- George may be able to provide this
- Deployment on board next
- CGRA4ML next
- Issues with hls4ml-tutorial
- CNN notebook is quite slow
- Could make an Edge SpAIce tutorial
- Nicolò
- Got into NX site for software setup
ImpulsereplacesNXmap- PandA Bambu
- They will create a tutorial for PandA Bambu and Soda Opt at Fast ML workshop
- ONNX graph reusable blocks tool
- Student is preparing for finishing PhD, not much time to put into a meeting
- Can get started independently
- Sioni
- Jupyterlab desktop seems very useful
- NX acquisition needs one contract change
- Absences
- Sioni 10 July - 4 August
- Nicolò 21-25 July
- Nicolò to organise Edge SpAIce technical meetings on 15th and 29th July
- Sioni back to organise on August 5th
There are minutes attached to this event.
Show them.
