solver_stats.txt

Average execution time depending on the number of moves of the initial scramble.
We run the algorithm 100 times and take the average time.
We stop the algorithm if it takes more than 2 minutes.


IDA*-NN:
    [With '3x3HeuristicModel_config1.pt']
    8 moves: 76.18138150930405
    7 moves: 11.261282019615173
    6 moves: 3.444949471950531
    5 moves: 0.9005028986930848
    4 moves: 0.40412661552429197
    3 moves: 0.21874078512191772
    2 moves: 0.17837646961212159

    [With 3x3HeuristicModel_config2.pt]
    6 moves: 4.568710904121399

IDA*-SVM:
    [With '3x3HeuristicModel.svm']
    5 moves: 6.511505854129791
    4 moves: 0.40412661552429197
    3 moves: 0.21874078512191772
    2 moves: 0.17837646961212159


IDA*:
    6 moves: 69.78236905097961 (sometimes above 2 minutes)
    5 moves: 17.6235014462471
    4 moves: 2.138054986000061
    3 moves: 0.6041456270217895
    2 moves: 0.14481372833251954

Korf:
    [Not implemented yet]
    5 moves: