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sanuj/gist:4994d1d8feccdf069400

Created May 6, 2015 14:57
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classes=2, features=2, 3 layers including input and output.
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gistfile1.txt
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[INFO] Epoch 1: Error = 0.437873
[INFO] Layer 1, Max Gradient: 0.28961, Mean Gradient: -0.145734.
[INFO] Layer 2, Max Gradient: 0.252688, Mean Gradient: -2.08167e-17.
[INFO] Epoch 2: Error = 0.393354
[INFO] Layer 1, Max Gradient: 0.12266, Mean Gradient: -0.128084.
[INFO] Layer 2, Max Gradient: 0.260152, Mean Gradient: 5.16351e-17.
[INFO] Epoch 3: Error = 0.256859
[INFO] Layer 1, Max Gradient: 0.00944024, Mean Gradient: 4.00697e-05.
[INFO] Layer 2, Max Gradient: 0.199846, Mean Gradient: 6.83047e-17.
[INFO] Epoch 4: Error = 0.209771
[INFO] Layer 1, Max Gradient: 0.00341469, Mean Gradient: 1.54647e-05.
[INFO] Layer 2, Max Gradient: 0.171006, Mean Gradient: 2.04643e-17.
[INFO] Epoch 5: Error = 0.060590
[INFO] Layer 1, Max Gradient: 5.70041e-05, Mean Gradient: 3.4355e-07.
[INFO] Layer 2, Max Gradient: 0.0570591, Mean Gradient: -2.54661e-16.
[INFO] Epoch 6: Error = 0.031183
[INFO] Layer 1, Max Gradient: 1.33451e-05, Mean Gradient: 9.19815e-08.
[INFO] Layer 2, Max Gradient: 0.0302297, Mean Gradient: 9.70598e-17.
[INFO] Epoch 7: Error = 0.014508
[INFO] Layer 1, Max Gradient: 4.3098e-06, Mean Gradient: 3.85848e-08.
[INFO] Layer 2, Max Gradient: 0.0142998, Mean Gradient: -3.8926e-16.
[INFO] Epoch 8: Error = 0.007244
[INFO] Layer 1, Max Gradient: 2.66673e-06, Mean Gradient: 2.80732e-08.
[INFO] Layer 2, Max Gradient: 0.00719138, Mean Gradient: 3.36613e-16.
[INFO] Epoch 9: Error = 0.003574
[INFO] Layer 1, Max Gradient: 2.86797e-06, Mean Gradient: 3.50819e-08.
[INFO] Layer 2, Max Gradient: 0.00356135, Mean Gradient: -4.30063e-16.
[INFO] Epoch 10: Error = 0.001784
[INFO] Layer 1, Max Gradient: 4.86369e-06, Mean Gradient: 6.77114e-08.
[INFO] Layer 2, Max Gradient: 0.00178079, Mean Gradient: -7.57143e-16.
[INFO] Epoch 11: Error = 0.000890
[INFO] Layer 1, Max Gradient: 7.04773e-06, Mean Gradient: 1.08335e-07.
[INFO] Layer 2, Max Gradient: 0.000888756, Mean Gradient: -1.16948e-15.
[INFO] Epoch 12: Error = 0.000445
[INFO] Layer 1, Max Gradient: 1.67973e-06, Mean Gradient: 2.69376e-08.
[INFO] Layer 2, Max Gradient: 0.000444321, Mean Gradient: 1.88447e-16.
[INFO] Epoch 13: Error = 0.000222
[INFO] Layer 1, Max Gradient: 2.76971e-06, Mean Gradient: 4.75193e-08.
[INFO] Layer 2, Max Gradient: 0.000222048, Mean Gradient: 1.22376e-15.
[INFO] Epoch 14: Error = 0.000111
[INFO] Layer 1, Max Gradient: 7.19503e-08, Mean Gradient: 1.23302e-09.
[INFO] Layer 2, Max Gradient: 0.000111022, Mean Gradient: -1.42164e-15.
[INFO] Epoch 15: Error = 0.000055
[INFO] Layer 1, Max Gradient: 9.04477e-07, Mean Gradient: 1.64795e-08.
[INFO] Layer 2, Max Gradient: 5.54761e-05, Mean Gradient: -1.99293e-15.
[INFO] Epoch 16: Error = 0.000028
[INFO] Layer 1, Max Gradient: 1.95835e-09, Mean Gradient: 2.22765e-11.
[INFO] Layer 2, Max Gradient: 2.77364e-05, Mean Gradient: -2.22313e-15.
[INFO] Epoch 17: Error = 0.000014
[INFO] Layer 1, Max Gradient: 5.39552e-08, Mean Gradient: 6.2056e-10.
[INFO] Layer 2, Max Gradient: 1.38583e-05, Mean Gradient: 1.71677e-15.
[INFO] Epoch 18: Error = 0.000007
[INFO] Layer 1, Max Gradient: 2.27387e-07, Mean Gradient: 4.28666e-09.
[INFO] Layer 2, Max Gradient: 6.93053e-06, Mean Gradient: -3.98909e-15.
[INFO] Epoch 19: Error = 0.000003
[INFO] Layer 1, Max Gradient: 1.46337e-15, Mean Gradient: 1.67029e-17.
[INFO] Layer 2, Max Gradient: 3.45703e-06, Mean Gradient: 6.09246e-16.
[INFO] Epoch 20: Error = 0.000002
[INFO] Layer 1, Max Gradient: 8.42585e-14, Mean Gradient: 9.70967e-16.
[INFO] Layer 2, Max Gradient: 1.72765e-06, Mean Gradient: 5.48303e-16.
[INFO] Epoch 21: Error = 0.000001
[INFO] Layer 1, Max Gradient: 4.39742e-12, Mean Gradient: 5.08248e-14.
[INFO] Layer 2, Max Gradient: 8.63989e-07, Mean Gradient: 2.23426e-16.
[INFO] Epoch 22: Error = 0.000000
[INFO] Layer 1, Max Gradient: 3.86907e-10, Mean Gradient: 4.48146e-12.
[INFO] Layer 2, Max Gradient: 4.3196e-07, Mean Gradient: 9.19167e-16.
[INFO] Epoch 23: Error = 0.000000
[INFO] Layer 1, Max Gradient: 2.78522e-08, Mean Gradient: 3.23169e-10.
[INFO] Layer 2, Max Gradient: 2.15866e-07, Mean Gradient: -8.71099e-15.
[INFO] Epoch 24: Error = 0.000000
[INFO] Layer 1, Max Gradient: 1.00111e-50, Mean Gradient: 1.00964e-52.
[INFO] Layer 2, Max Gradient: 1.02322e-07, Mean Gradient: 2.7705e-16.
[INFO] Epoch 25: Error = 0.000000
[INFO] Layer 1, Max Gradient: 1.32737e-55, Mean Gradient: 1.33602e-57.
[INFO] Layer 2, Max Gradient: 5.26599e-08, Mean Gradient: -3.75087e-16.
[INFO] Epoch 26: Error = 0.000000
[INFO] Layer 1, Max Gradient: 5.14912e-61, Mean Gradient: 5.17513e-63.
[INFO] Layer 2, Max Gradient: 2.60361e-08, Mean Gradient: -3.74795e-16.
[INFO] Epoch 27: Error = 0.000000
[INFO] Layer 1, Max Gradient: 1.51806e-66, Mean Gradient: 1.53424e-68.
[INFO] Layer 2, Max Gradient: 1.30745e-08, Mean Gradient: -9.5868e-17.
[INFO] Epoch 28: Error = 0.000000
[INFO] Layer 1, Max Gradient: 2.30694e-72, Mean Gradient: 2.32576e-74.
[INFO] Layer 2, Max Gradient: 6.52632e-09, Mean Gradient: -2.13974e-16.
[INFO] Epoch 29: Error = 0.000000
[INFO] Layer 1, Max Gradient: 2.10818e-78, Mean Gradient: 2.12152e-80.
[INFO] Layer 2, Max Gradient: 3.26527e-09, Mean Gradient: 4.051e-16.
[INFO] Epoch 30: Error = 0.000000
[INFO] Layer 1, Max Gradient: 1.08791e-84, Mean Gradient: 1.09333e-86.
[INFO] Layer 2, Max Gradient: 1.63223e-09, Mean Gradient: -3.33365e-16.
[INFO] Epoch 31: Error = 0.000000
[INFO] Layer 1, Max Gradient: 3.25074e-91, Mean Gradient: 3.26379e-93.
[INFO] Layer 2, Max Gradient: 8.16191e-10, Mean Gradient: 5.60494e-16.
[INFO] Epoch 32: Error = 0.000000
[INFO] Layer 1, Max Gradient: 5.56884e-98, Mean Gradient: 5.58723e-100.
[INFO] Layer 2, Max Gradient: 4.08083e-10, Mean Gradient: 4.52581e-16.
[INFO] Epoch 33: Error = 0.000000
[INFO] Layer 1, Max Gradient: 5.48983e-105, Mean Gradient: 5.50511e-107.
[INFO] Layer 2, Max Gradient: 2.04044e-10, Mean Gradient: 5.95815e-16.
[INFO] Epoch 34: Error = 0.000000
[INFO] Layer 1, Max Gradient: 3.11041e-112, Mean Gradient: 3.11786e-114.
[INFO] Layer 2, Max Gradient: 1.02023e-10, Mean Gradient: 3.54599e-16.
[INFO] Epoch 35: Error = 0.000000
[INFO] Layer 1, Max Gradient: 1.01299e-119, Mean Gradient: 1.01513e-121.
[INFO] Layer 2, Max Gradient: 5.10114e-11, Mean Gradient: -7.02182e-16.
[INFO] Epoch 36: Error = 0.000000
[INFO] Layer 1, Max Gradient: 1.89174e-127, Mean Gradient: 1.8953e-129.
[INFO] Layer 2, Max Gradient: 2.55032e-11, Mean Gradient: -6.57604e-16.
[INFO] Epoch 37: Error = 0.000000
[INFO] Layer 1, Max Gradient: 2.03424e-135, Mean Gradient: 2.03771e-137.
[INFO] Layer 2, Max Gradient: 1.27512e-11, Mean Gradient: 5.1234e-16.
[INFO] Epoch 38: Error = 0.000000
[INFO] Layer 1, Max Gradient: 1.27173e-143, Mean Gradient: 1.27372e-145.
[INFO] Layer 2, Max Gradient: 6.37802e-12, Mean Gradient: -3.3152e-16.
[INFO] Epoch 39: Error = 0.000000
[INFO] Layer 1, Max Gradient: 4.44083e-152, Mean Gradient: 4.44719e-154.
[INFO] Layer 2, Max Gradient: 3.18692e-12, Mean Gradient: 4.60469e-16.
[INFO] Epoch 40: Error = 0.000000
[INFO] Layer 1, Max Gradient: 9.44227e-161, Mean Gradient: 9.45478e-163.
[INFO] Layer 2, Max Gradient: 1.5956e-12, Mean Gradient: 4.9742e-16.
[INFO] Epoch 41: Error = 0.000000
[INFO] Layer 1, Max Gradient: 1.12485e-169, Mean Gradient: 1.12623e-171.
[INFO] Layer 2, Max Gradient: 7.98125e-13, Mean Gradient: 2.89625e-16.
[INFO] Epoch 42: Error = 0.000000
[INFO] Layer 1, Max Gradient: 7.64206e-179, Mean Gradient: 7.65075e-181.
[INFO] Layer 2, Max Gradient: 3.99112e-13, Mean Gradient: 1.51056e-16.
[INFO] Epoch 43: Error = 0.000000
[INFO] Layer 1, Max Gradient: 2.97757e-188, Mean Gradient: 2.98071e-190.
[INFO] Layer 2, Max Gradient: 1.99564e-13, Mean Gradient: 7.64797e-17.
[INFO] Epoch 44: Error = 0.000000
[INFO] Layer 1, Max Gradient: 6.6653e-198, Mean Gradient: 6.67181e-200.
[INFO] Layer 2, Max Gradient: 9.97831e-14, Mean Gradient: -1.73797e-15.
[INFO] Epoch 45: Error = 0.000000
[INFO] Layer 1, Max Gradient: 1.85187e-209, Mean Gradient: 1.85352e-211.
[INFO] Layer 2, Max Gradient: 4.44692e-14, Mean Gradient: -1.54677e-15.
[INFO] Epoch 46: Error = 0.000000
[INFO] Layer 1, Max Gradient: 2.52785e-220, Mean Gradient: 2.52992e-222.
[INFO] Layer 2, Max Gradient: 2.12188e-14, Mean Gradient: -9.00362e-16.
[INFO] Epoch 47: Error = -0.000000
[INFO] Layer 1, Max Gradient: 4.35668e-231, Mean Gradient: 4.35995e-233.
[INFO] Layer 2, Max Gradient: 1.03763e-14, Mean Gradient: 1.29703e-15.
[INFO] L-BFGS Optimization Converged
[DEBUG] correct=16, total=16, rejected=0
[INFO] Accuracy = 100.000000 %
Num Parameters = 17
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