Initial submission

[greenTableWork]

Key points:

1. Concurrent executions with MPS
2. Started optimizing hyper parameters
3. Utilizing 400 epochs, ~250 to converge
4. normalizing the output of the overlap calculations
5. loss curve plot utils available

best solution invocation CLI:

python3 test.py \                                       
  --num-epochs 400 \
  --lr 0.289909963730454 \
  --lambda-wirelength 2.3453533638094406 \
  --lambda-overlap 22.72197532964568 \
  --scheduler none --no-track-loss-history

Next steps:

1. increase convergence rate
2. reduce epoch times/loss calculation times
3. normalize the inputs to the loss function calculations