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2019_03_29
Javier Duarte edited this page May 11, 2019
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- Everyone will send info to Gabe on how much they plan on charging the grant. - nobody has done this
- Need to add some stuff to datalogger: in particular, the modifications made to I-min at each cycle by the current system
- Brian will make sure we can save this long term (lifetime of LDRD)
- Brian will ask around in AD if there is a project that a summer student could formally attach to.
- Brian wrote an "emulator" that sits in a webpage, will send the url
- Gabe will look at Brian's emulator, think about RL agent
- Jason will begin investigating how to query the data-logger to produce numpy/hdf5 record files for training
- Jason will also work on attaching a PC to the DAQ Brian plans on installing for logging the DAC program output, and on data transfer.
- Javier will send an example of how to get the HLS4ML Quatus model running to the list
- See below:
git clone -b intel [email protected]:fermilab-accelerator-ai/hls4ml
source /home/jduarte1/setup_quartus.sh # setup quartus
cd hls4ml
source install_miniconda3.sh # install miniconda
source install.sh # install hls4ml conda environment
source activate hls4ml-env # activate hls4ml conda environment
cd keras-to-hls
python keras-to-hls.py -c keras-config.yml
cd my-hls-test
make myproject-x86-64 # for running csim
./myproject-x86-64 # csim
make myproject-fpga # synth
./myproject-fpga # cosim
cd myproject-fpga.prj/quartus
quartus_sh --flow compile quartus_compile # more accurate report
- Gabe will get the budget code from William Wester
- Nhan will port a simple HLS4ML example to Altera.