Interesting Projects
The above project got the 2021 R&D 100 Award. The project does compression of the data with relatively high compression ratio without loosing significant information. It is used in projects related to cosmology, fluid dynamics and so on.
More information on this is here: https://indico.fnal.gov/event/57188/contributions/254705/attachments/162007/213971/ATLAS-CMS.pdf (Probably only available if you have FNAL credentials unfortunately).
GPT Based Large Language Model on BioMedical Research
GPT Based Large Language Model on BioMedical Research
Accelerate python loops with the Intel AI Analysis toolkits
Accelerate python loops with the Intel AI Analysis toolkits
https://www.alcf.anl.gov/events/accelerate-python-loops-intel-ai-analytics-toolkit
Training Data for the ML Projects:
Training Data for the ML Projects:
UC Irvine maintains an archive of data for ML training. Data on over 600 different topics:
Training For Exa Scale Computing in HEP
Training For Exa Scale Computing in HEP
Check out their GPU-FPGA Training lessons
https://tac-hep.org/training-modules/uw-gpu-fpga