Model deployment https://yogeshraje-irisflowerprediction-app-sar065.streamlit.app/
Command - Task - convert .ipynb file to .py file $ jupyter nbconvert demo_python1.ipynb --to script
Task- executing code on Intel Sklearnex without changing code $ python -m sklearnex demo_python.py
Task- -How to target specific GPUs
$qsub -l nodes=1:gpu:ppn=2 run.sh
Task- -How to target specific FPGA
qsub -l nodes=1:fpga_runtime:arria10:ppn=2 -d . run.sh
qsub -l nodes=1:fpga_runtime:arria10:ppn=2 -d . run.sh
qsub -l nodes=1:fpga_runtime:stratix10:ppn=2 -d . run.sh
Task - How to target specific xeon processor $ qsub -l nodes=1:xeon:ppn=2 run.sh
Patch sklearnex -Intel Extension for Sklearn from sklearnex import patch_sklearn patch_sklearn()
Unpatch sklearnex from sklearnex import unpatch_sklearn unpatch_sklearn()