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experiments.py
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experiments.py
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from VGG_Transfer import main
small_features_intermediate = [0, 3, 6, 9, 12]
big_features_intermediate = [0, 5, 10, 17, 24]
#done already, at suboptimal temperature
#t = 2.5
#main([[6],[]], [[10],[]], 40, 1., 10., 10., t, .2e-4, 25, 10, False, "experiment1.txt", "SGD")
#main([[9],[]], [[17],[]], 40, 1., 10., 10., t, .2e-4, 25, 10, False, "experiment2.txt", "SGD")
#main([[3],[]], [[5],[]], 40, 1., 10., 10., t, .2e-4, 25, 10, False, "experiment3.txt", "SGD")
#main([[],[0]], [[],[0]], 40, 1., 10., 10., t, .2e-4, 25, 10, False, "experiment4.txt", "SGD")
#main([[],[0]], [[],[3]], 40, 1., 10., 10., t, .2e-4, 25, 10, False, "experiment5.txt", "SGD")
#second batch of experiments, at better temperature
#t = 2.0
#main([[9], []], [[17], []], 40, 1., 10., 10., t, .2e-4, 25, 10, False, "experiment6.txt", "SGD")
#main([[3, 6, 9, 12], []], [[5, 10, 17, 24], []], 40, 1., 10., 10., t, .2e-4, 25, 10, False, "experiment7.txt", "SGD")
#main([[3, 6, 9, 12], []], [[5, 10, 17, 24], []], 40, 1., 10., 40., t, .2e-4, 25, 10, False, "experiment8.txt", "SGD")
#main([[12], []], [[24], []], 40, 1., 10., 10., t, .2e-4, 25, 10, False, "experiment9.txt", "SGD")
#main([[6, 9], []], [[10, 17], []], 40, 1., 10., 10., t, .2e-4, 25, 10, False, "experiment10.txt", "SGD")
#main([[0], []], [[0], []], 40, 1., 10., 10., t, .2e-4, 25, 10, False, "experiment11.txt", "SGD")
#third batch
t = 2.0
#main([[0, 3, 6, 9, 12], [0]], [[0, 5, 10, 17, 24], [0]], 40, 1., 10., 60., t, .2e-4, 25, 10, False, "experiment12.txt", "SGD")
#main([[3, 6, 9, 12], [0]], [[5, 10, 17, 24], [0]], 40, 1., 10., 50., t, .2e-4, 25, 10, False, "experiment13.txt", "SGD")
main([[0, 3, 6, 9, 12], []], [[0, 5, 10, 17, 24], []], 40, 1., 10., 50., t, .2e-4, 25, 10, False, "experiment14.txt", "SGD")