intel-ai-seattle

Training Tutorial

Step 1: Install the dependencies to your Python enviornment (This repo was tested on Python3.11)

pip install scikit-learn xgboost comet-ml

Step 2: Sign-Up for a free Comet account

Step 3: Configure Your Comet Creditentials

comet login 

Step 4: Run the training scripts!

python training_scripts/gb.py

python training_scripts/adaboost.py

python training_scripts/xg.py

Inference Tutorial

Step 1: Install the dependencies to your Python enviornment (This repo was tested on Python3.11)

pip install torch torchvision scikit-learn openvino comet-ml

Step 2: Sign-Up for a free Comet account

Step 3: Configure Your Comet Creditentials

comet login 

Step 4: Run the inference with native pytorch

python inference_scripts/pt_inference.py

Step 4: Run the inference with OpenVino engine to see the speedup (Note need an Intel CPU for this)

python inference_scripts/vino_inference.py