Read gowalla dataset done! u_num: 29858, i_num: 40981
Load a pre-trained model
UL AUC before unlearning: 0.5017
ACC AUC before unlearning: 0.9346
NDCG@20 before unlearning: 0.1355
Start calculating k-means!
Finish calculating k-means!
[RecEraser] START TRAINING. CURRENT TIME: 0.03min.
[RecEraser] INFLUENCED SHARDS: {0, 1, 2}, current time: 0.03min.
[RecEraser] START training 3 SUB_MODELS, current time: 0.03min.
[RecEraser] START training sub-model 0, current time: 0.03min.
RecEraser Sub-model 0, Epoch [1/2000], Runs: 463, Loss: 0.3208, UL AUC: 0.5147, ACC AUC: 0.6070, ACC NDCG@20: 0.0137, Sub_model training time: 0.25min
RecEraser Sub-model 0, Epoch [2/2000], Runs: 463, Loss: 0.1464, UL AUC: 0.5146, ACC AUC: 0.6135, ACC NDCG@20: 0.0153, Sub_model training time: 0.46min
RecEraser Sub-model 0, Epoch [3/2000], Runs: 463, Loss: 0.1164, UL AUC: 0.5153, ACC AUC: 0.6170, ACC NDCG@20: 0.0161, Sub_model training time: 0.67min
RecEraser Sub-model 0, Epoch [4/2000], Runs: 463, Loss: 0.0966, UL AUC: 0.5163, ACC AUC: 0.6198, ACC NDCG@20: 0.0168, Sub_model training time: 0.89min
RecEraser Sub-model 0, Epoch [5/2000], Runs: 463, Loss: 0.0839, UL AUC: 0.5167, ACC AUC: 0.6218, ACC NDCG@20: 0.0172, Sub_model training time: 1.10min
RecEraser Sub-model 0, Epoch [6/2000], Runs: 463, Loss: 0.0755, UL AUC: 0.5172, ACC AUC: 0.6234, ACC NDCG@20: 0.0177, Sub_model training time: 1.32min
RecEraser Sub-model 0, Epoch [7/2000], Runs: 463, Loss: 0.0690, UL AUC: 0.5183, ACC AUC: 0.6246, ACC NDCG@20: 0.0177, Sub_model training time: 1.54min
RecEraser Sub-model 0, Epoch [8/2000], Runs: 463, Loss: 0.0634, UL AUC: 0.5190, ACC AUC: 0.6260, ACC NDCG@20: 0.0180, Sub_model training time: 1.75min
RecEraser Sub-model 0, Epoch [9/2000], Runs: 463, Loss: 0.0586, UL AUC: 0.5201, ACC AUC: 0.6270, ACC NDCG@20: 0.0180, Sub_model training time: 1.96min
RecEraser Sub-model 0, Epoch [10/2000], Runs: 463, Loss: 0.0540, UL AUC: 0.5203, ACC AUC: 0.6279, ACC NDCG@20: 0.0183, Sub_model training time: 2.17min
RecEraser Sub-model 0, Epoch [11/2000], Runs: 463, Loss: 0.0511, UL AUC: 0.5210, ACC AUC: 0.6286, ACC NDCG@20: 0.0179, Sub_model training time: 2.39min
RecEraser Sub-model 0, Epoch [12/2000], Runs: 463, Loss: 0.0491, UL AUC: 0.5216, ACC AUC: 0.6294, ACC NDCG@20: 0.0180, Sub_model training time: 2.61min
RecEraser Sub-model 0, Epoch [13/2000], Runs: 463, Loss: 0.0458, UL AUC: 0.5220, ACC AUC: 0.6301, ACC NDCG@20: 0.0180, Sub_model training time: 2.82min
RecEraser Sub-model 0, Epoch [14/2000], Runs: 463, Loss: 0.0445, UL AUC: 0.5222, ACC AUC: 0.6309, ACC NDCG@20: 0.0181, Sub_model training time: 3.04min
RecEraser Sub-model 0, Epoch [15/2000], Runs: 463, Loss: 0.0417, UL AUC: 0.5223, ACC AUC: 0.6315, ACC NDCG@20: 0.0183, Sub_model training time: 3.25min
RecEraser Sub-model 0, Epoch [16/2000], Runs: 463, Loss: 0.0408, UL AUC: 0.5231, ACC AUC: 0.6322, ACC NDCG@20: 0.0186, Sub_model training time: 3.47min
RecEraser Sub-model 0, Epoch [17/2000], Runs: 463, Loss: 0.0395, UL AUC: 0.5232, ACC AUC: 0.6326, ACC NDCG@20: 0.0185, Sub_model training time: 3.68min
RecEraser Sub-model 0, Epoch [18/2000], Runs: 463, Loss: 0.0377, UL AUC: 0.5235, ACC AUC: 0.6331, ACC NDCG@20: 0.0185, Sub_model training time: 3.90min
RecEraser Sub-model 0, Epoch [19/2000], Runs: 463, Loss: 0.0373, UL AUC: 0.5246, ACC AUC: 0.6336, ACC NDCG@20: 0.0183, Sub_model training time: 4.12min
RecEraser Sub-model 0, Epoch [20/2000], Runs: 463, Loss: 0.0354, UL AUC: 0.5247, ACC AUC: 0.6340, ACC NDCG@20: 0.0183, Sub_model training time: 4.34min
RecEraser Sub-model 0, Epoch [21/2000], Runs: 463, Loss: 0.0355, UL AUC: 0.5249, ACC AUC: 0.6343, ACC NDCG@20: 0.0181, Sub_model training time: 4.55min
RecEraser Sub-model 0, Epoch [22/2000], Runs: 463, Loss: 0.0342, UL AUC: 0.5252, ACC AUC: 0.6346, ACC NDCG@20: 0.0182, Sub_model training time: 4.77min
RecEraser Sub-model 0, Epoch [23/2000], Runs: 463, Loss: 0.0336, UL AUC: 0.5255, ACC AUC: 0.6350, ACC NDCG@20: 0.0181, Sub_model training time: 4.98min
RecEraser Sub-model 0, Epoch [24/2000], Runs: 463, Loss: 0.0329, UL AUC: 0.5255, ACC AUC: 0.6353, ACC NDCG@20: 0.0179, Sub_model training time: 5.20min
RecEraser Sub-model 0, Epoch [25/2000], Runs: 463, Loss: 0.0326, UL AUC: 0.5258, ACC AUC: 0.6355, ACC NDCG@20: 0.0180, Sub_model training time: 5.41min
RecEraser Sub-model 0, Epoch [26/2000], Runs: 463, Loss: 0.0311, UL AUC: 0.5255, ACC AUC: 0.6358, ACC NDCG@20: 0.0179, Sub_model training time: 5.62min
RecEraser Sub-model 0, Epoch [27/2000], Runs: 463, Loss: 0.0302, UL AUC: 0.5256, ACC AUC: 0.6361, ACC NDCG@20: 0.0180, Sub_model training time: 5.84min
RecEraser Sub-model 0, Epoch [28/2000], Runs: 463, Loss: 0.0307, UL AUC: 0.5264, ACC AUC: 0.6360, ACC NDCG@20: 0.0176, Sub_model training time: 6.06min
RecEraser Sub-model 0, Epoch [29/2000], Runs: 463, Loss: 0.0298, UL AUC: 0.5263, ACC AUC: 0.6362, ACC NDCG@20: 0.0179, Sub_model training time: 6.27min
RecEraser Sub-model 0, Epoch [30/2000], Runs: 463, Loss: 0.0298, UL AUC: 0.5268, ACC AUC: 0.6364, ACC NDCG@20: 0.0181, Sub_model training time: 6.49min
RecEraser Sub-model 0, Epoch [31/2000], Runs: 463, Loss: 0.0292, UL AUC: 0.5268, ACC AUC: 0.6362, ACC NDCG@20: 0.0182, Sub_model training time: 6.71min
RecEraser Sub-model 0, Epoch [32/2000], Runs: 463, Loss: 0.0286, UL AUC: 0.5264, ACC AUC: 0.6360, ACC NDCG@20: 0.0181, Sub_model training time: 6.92min
RecEraser Sub-model 0, Epoch [33/2000], Runs: 463, Loss: 0.0285, UL AUC: 0.5267, ACC AUC: 0.6359, ACC NDCG@20: 0.0179, Sub_model training time: 7.13min
RecEraser Sub-model 0, Epoch [34/2000], Runs: 463, Loss: 0.0269, UL AUC: 0.5263, ACC AUC: 0.6355, ACC NDCG@20: 0.0179, Sub_model training time: 7.34min
RecEraser Sub-model 0, Epoch [35/2000], Runs: 463, Loss: 0.0268, UL AUC: 0.5273, ACC AUC: 0.6360, ACC NDCG@20: 0.0178, Sub_model training time: 7.56min
RecEraser Sub-model 0, Epoch [36/2000], Runs: 463, Loss: 0.0272, UL AUC: 0.5279, ACC AUC: 0.6359, ACC NDCG@20: 0.0176, Sub_model training time: 7.77min
RecEraser Sub-model 0, Epoch [37/2000], Runs: 463, Loss: 0.0267, UL AUC: 0.5270, ACC AUC: 0.6356, ACC NDCG@20: 0.0175, Sub_model training time: 7.99min
RecEraser Sub-model 0, Epoch [38/2000], Runs: 463, Loss: 0.0261, UL AUC: 0.5273, ACC AUC: 0.6354, ACC NDCG@20: 0.0177, Sub_model training time: 8.20min
RecEraser Sub-model 0, Epoch [39/2000], Runs: 463, Loss: 0.0259, UL AUC: 0.5277, ACC AUC: 0.6353, ACC NDCG@20: 0.0178, Sub_model training time: 8.42min
RecEraser Sub-model 0, Epoch [40/2000], Runs: 463, Loss: 0.0261, UL AUC: 0.5276, ACC AUC: 0.6350, ACC NDCG@20: 0.0179, Sub_model training time: 8.63min
RecEraser Sub-model 0, Epoch [41/2000], Runs: 463, Loss: 0.0257, UL AUC: 0.5277, ACC AUC: 0.6348, ACC NDCG@20: 0.0179, Sub_model training time: 8.85min
RecEraser Sub-model 0, Epoch [42/2000], Runs: 463, Loss: 0.0258, UL AUC: 0.5276, ACC AUC: 0.6350, ACC NDCG@20: 0.0177, Sub_model training time: 9.07min
RecEraser Sub-model 0, Epoch [43/2000], Runs: 463, Loss: 0.0246, UL AUC: 0.5276, ACC AUC: 0.6348, ACC NDCG@20: 0.0178, Sub_model training time: 9.28min
RecEraser Sub-model 0, Epoch [44/2000], Runs: 463, Loss: 0.0253, UL AUC: 0.5276, ACC AUC: 0.6347, ACC NDCG@20: 0.0178, Sub_model training time: 9.49min
RecEraser Sub-model 0, Epoch [45/2000], Runs: 463, Loss: 0.0248, UL AUC: 0.5283, ACC AUC: 0.6345, ACC NDCG@20: 0.0180, Sub_model training time: 9.71min
RecEraser Sub-model 0, Epoch [46/2000], Runs: 463, Loss: 0.0244, UL AUC: 0.5292, ACC AUC: 0.6346, ACC NDCG@20: 0.0179, Sub_model training time: 9.93min
RecEraser Sub-model 0, Epoch [47/2000], Runs: 463, Loss: 0.0246, UL AUC: 0.5292, ACC AUC: 0.6343, ACC NDCG@20: 0.0178, Sub_model training time: 10.14min
RecEraser Sub-model 0, Epoch [48/2000], Runs: 463, Loss: 0.0240, UL AUC: 0.5292, ACC AUC: 0.6343, ACC NDCG@20: 0.0180, Sub_model training time: 10.36min
RecEraser Sub-model 0, Epoch [49/2000], Runs: 463, Loss: 0.0238, UL AUC: 0.5293, ACC AUC: 0.6344, ACC NDCG@20: 0.0181, Sub_model training time: 10.58min
RecEraser Sub-model 0, Epoch [50/2000], Runs: 463, Loss: 0.0241, UL AUC: 0.5296, ACC AUC: 0.6341, ACC NDCG@20: 0.0179, Sub_model training time: 10.79min
RecEraser Sub-model 0, Epoch [51/2000], Runs: 463, Loss: 0.0230, UL AUC: 0.5297, ACC AUC: 0.6343, ACC NDCG@20: 0.0180, Sub_model training time: 11.01min
RecEraser Sub-model 0, Epoch [52/2000], Runs: 463, Loss: 0.0229, UL AUC: 0.5301, ACC AUC: 0.6343, ACC NDCG@20: 0.0180, Sub_model training time: 11.21min
RecEraser Sub-model 0, Epoch [53/2000], Runs: 463, Loss: 0.0232, UL AUC: 0.5298, ACC AUC: 0.6341, ACC NDCG@20: 0.0181, Sub_model training time: 11.42min
RecEraser Sub-model 0, Epoch [54/2000], Runs: 463, Loss: 0.0235, UL AUC: 0.5304, ACC AUC: 0.6339, ACC NDCG@20: 0.0181, Sub_model training time: 11.64min
RecEraser Sub-model 0, Epoch [55/2000], Runs: 463, Loss: 0.0226, UL AUC: 0.5304, ACC AUC: 0.6339, ACC NDCG@20: 0.0179, Sub_model training time: 11.86min
RecEraser Sub-model 0, Epoch [56/2000], Runs: 463, Loss: 0.0227, UL AUC: 0.5302, ACC AUC: 0.6338, ACC NDCG@20: 0.0181, Sub_model training time: 12.07min
RecEraser Sub-model 0, Epoch [57/2000], Runs: 463, Loss: 0.0225, UL AUC: 0.5300, ACC AUC: 0.6335, ACC NDCG@20: 0.0183, Sub_model training time: 12.29min
RecEraser Sub-model 0, Epoch [58/2000], Runs: 463, Loss: 0.0224, UL AUC: 0.5301, ACC AUC: 0.6333, ACC NDCG@20: 0.0181, Sub_model training time: 12.50min
RecEraser Sub-model 0, Epoch [59/2000], Runs: 463, Loss: 0.0223, UL AUC: 0.5302, ACC AUC: 0.6333, ACC NDCG@20: 0.0179, Sub_model training time: 12.72min
RecEraser Sub-model 0, Epoch [60/2000], Runs: 463, Loss: 0.0222, UL AUC: 0.5309, ACC AUC: 0.6335, ACC NDCG@20: 0.0180, Sub_model training time: 12.94min
RecEraser Sub-model 0, Epoch [61/2000], Runs: 463, Loss: 0.0218, UL AUC: 0.5302, ACC AUC: 0.6338, ACC NDCG@20: 0.0178, Sub_model training time: 13.15min
RecEraser Sub-model 0, Epoch [62/2000], Runs: 463, Loss: 0.0217, UL AUC: 0.5294, ACC AUC: 0.6336, ACC NDCG@20: 0.0178, Sub_model training time: 13.37min
RecEraser Sub-model 0, Epoch [63/2000], Runs: 463, Loss: 0.0218, UL AUC: 0.5301, ACC AUC: 0.6336, ACC NDCG@20: 0.0178, Sub_model training time: 13.58min
RecEraser Sub-model 0, Epoch [64/2000], Runs: 463, Loss: 0.0214, UL AUC: 0.5288, ACC AUC: 0.6338, ACC NDCG@20: 0.0180, Sub_model training time: 13.80min
RecEraser Sub-model 0, Epoch [65/2000], Runs: 463, Loss: 0.0218, UL AUC: 0.5286, ACC AUC: 0.6334, ACC NDCG@20: 0.0179, Sub_model training time: 14.01min
RecEraser Sub-model 0, Epoch [66/2000], Runs: 463, Loss: 0.0215, UL AUC: 0.5299, ACC AUC: 0.6337, ACC NDCG@20: 0.0181, Sub_model training time: 14.23min
[RecEraser] START training sub-model 1, current time: 14.48min.
RecEraser Sub-model 1, Epoch [1/2000], Runs: 670, Loss: 0.3155, UL AUC: 0.5268, ACC AUC: 0.6522, ACC NDCG@20: 0.0345, Sub_model training time: 0.28min
RecEraser Sub-model 1, Epoch [2/2000], Runs: 670, Loss: 0.1207, UL AUC: 0.5236, ACC AUC: 0.6649, ACC NDCG@20: 0.0404, Sub_model training time: 0.56min
RecEraser Sub-model 1, Epoch [3/2000], Runs: 670, Loss: 0.0879, UL AUC: 0.5240, ACC AUC: 0.6711, ACC NDCG@20: 0.0430, Sub_model training time: 0.83min
RecEraser Sub-model 1, Epoch [4/2000], Runs: 670, Loss: 0.0712, UL AUC: 0.5252, ACC AUC: 0.6748, ACC NDCG@20: 0.0450, Sub_model training time: 1.11min
RecEraser Sub-model 1, Epoch [5/2000], Runs: 670, Loss: 0.0608, UL AUC: 0.5270, ACC AUC: 0.6778, ACC NDCG@20: 0.0463, Sub_model training time: 1.38min
RecEraser Sub-model 1, Epoch [6/2000], Runs: 670, Loss: 0.0534, UL AUC: 0.5288, ACC AUC: 0.6800, ACC NDCG@20: 0.0474, Sub_model training time: 1.66min
RecEraser Sub-model 1, Epoch [7/2000], Runs: 670, Loss: 0.0479, UL AUC: 0.5297, ACC AUC: 0.6820, ACC NDCG@20: 0.0478, Sub_model training time: 1.92min
RecEraser Sub-model 1, Epoch [8/2000], Runs: 670, Loss: 0.0454, UL AUC: 0.5310, ACC AUC: 0.6836, ACC NDCG@20: 0.0484, Sub_model training time: 2.20min
RecEraser Sub-model 1, Epoch [9/2000], Runs: 670, Loss: 0.0410, UL AUC: 0.5323, ACC AUC: 0.6850, ACC NDCG@20: 0.0489, Sub_model training time: 2.48min
RecEraser Sub-model 1, Epoch [10/2000], Runs: 670, Loss: 0.0390, UL AUC: 0.5341, ACC AUC: 0.6862, ACC NDCG@20: 0.0495, Sub_model training time: 2.74min
RecEraser Sub-model 1, Epoch [11/2000], Runs: 670, Loss: 0.0366, UL AUC: 0.5353, ACC AUC: 0.6871, ACC NDCG@20: 0.0499, Sub_model training time: 3.01min
RecEraser Sub-model 1, Epoch [12/2000], Runs: 670, Loss: 0.0346, UL AUC: 0.5369, ACC AUC: 0.6880, ACC NDCG@20: 0.0502, Sub_model training time: 3.29min
RecEraser Sub-model 1, Epoch [13/2000], Runs: 670, Loss: 0.0330, UL AUC: 0.5382, ACC AUC: 0.6888, ACC NDCG@20: 0.0504, Sub_model training time: 3.56min
RecEraser Sub-model 1, Epoch [14/2000], Runs: 670, Loss: 0.0320, UL AUC: 0.5396, ACC AUC: 0.6893, ACC NDCG@20: 0.0507, Sub_model training time: 3.83min
RecEraser Sub-model 1, Epoch [15/2000], Runs: 670, Loss: 0.0305, UL AUC: 0.5408, ACC AUC: 0.6901, ACC NDCG@20: 0.0509, Sub_model training time: 4.11min
RecEraser Sub-model 1, Epoch [16/2000], Runs: 670, Loss: 0.0290, UL AUC: 0.5414, ACC AUC: 0.6905, ACC NDCG@20: 0.0510, Sub_model training time: 4.38min
RecEraser Sub-model 1, Epoch [17/2000], Runs: 670, Loss: 0.0284, UL AUC: 0.5421, ACC AUC: 0.6911, ACC NDCG@20: 0.0513, Sub_model training time: 4.65min
RecEraser Sub-model 1, Epoch [18/2000], Runs: 670, Loss: 0.0278, UL AUC: 0.5427, ACC AUC: 0.6914, ACC NDCG@20: 0.0513, Sub_model training time: 4.92min
RecEraser Sub-model 1, Epoch [19/2000], Runs: 670, Loss: 0.0269, UL AUC: 0.5431, ACC AUC: 0.6918, ACC NDCG@20: 0.0514, Sub_model training time: 5.20min
RecEraser Sub-model 1, Epoch [20/2000], Runs: 670, Loss: 0.0265, UL AUC: 0.5434, ACC AUC: 0.6919, ACC NDCG@20: 0.0515, Sub_model training time: 5.48min
RecEraser Sub-model 1, Epoch [21/2000], Runs: 670, Loss: 0.0255, UL AUC: 0.5442, ACC AUC: 0.6922, ACC NDCG@20: 0.0516, Sub_model training time: 5.76min
RecEraser Sub-model 1, Epoch [22/2000], Runs: 670, Loss: 0.0240, UL AUC: 0.5451, ACC AUC: 0.6927, ACC NDCG@20: 0.0519, Sub_model training time: 6.03min
RecEraser Sub-model 1, Epoch [23/2000], Runs: 670, Loss: 0.0246, UL AUC: 0.5469, ACC AUC: 0.6924, ACC NDCG@20: 0.0517, Sub_model training time: 6.30min
RecEraser Sub-model 1, Epoch [24/2000], Runs: 670, Loss: 0.0238, UL AUC: 0.5477, ACC AUC: 0.6923, ACC NDCG@20: 0.0520, Sub_model training time: 6.57min
RecEraser Sub-model 1, Epoch [25/2000], Runs: 670, Loss: 0.0231, UL AUC: 0.5480, ACC AUC: 0.6919, ACC NDCG@20: 0.0522, Sub_model training time: 6.84min
RecEraser Sub-model 1, Epoch [26/2000], Runs: 670, Loss: 0.0226, UL AUC: 0.5481, ACC AUC: 0.6920, ACC NDCG@20: 0.0524, Sub_model training time: 7.11min
RecEraser Sub-model 1, Epoch [27/2000], Runs: 670, Loss: 0.0222, UL AUC: 0.5489, ACC AUC: 0.6921, ACC NDCG@20: 0.0526, Sub_model training time: 7.39min
RecEraser Sub-model 1, Epoch [28/2000], Runs: 670, Loss: 0.0218, UL AUC: 0.5497, ACC AUC: 0.6920, ACC NDCG@20: 0.0523, Sub_model training time: 7.67min
RecEraser Sub-model 1, Epoch [29/2000], Runs: 670, Loss: 0.0218, UL AUC: 0.5507, ACC AUC: 0.6918, ACC NDCG@20: 0.0524, Sub_model training time: 7.94min
RecEraser Sub-model 1, Epoch [30/2000], Runs: 670, Loss: 0.0213, UL AUC: 0.5519, ACC AUC: 0.6916, ACC NDCG@20: 0.0525, Sub_model training time: 8.21min
RecEraser Sub-model 1, Epoch [31/2000], Runs: 670, Loss: 0.0209, UL AUC: 0.5516, ACC AUC: 0.6917, ACC NDCG@20: 0.0527, Sub_model training time: 8.49min
RecEraser Sub-model 1, Epoch [32/2000], Runs: 670, Loss: 0.0210, UL AUC: 0.5520, ACC AUC: 0.6915, ACC NDCG@20: 0.0522, Sub_model training time: 8.77min
RecEraser Sub-model 1, Epoch [33/2000], Runs: 670, Loss: 0.0206, UL AUC: 0.5522, ACC AUC: 0.6913, ACC NDCG@20: 0.0520, Sub_model training time: 9.04min
RecEraser Sub-model 1, Epoch [34/2000], Runs: 670, Loss: 0.0202, UL AUC: 0.5534, ACC AUC: 0.6909, ACC NDCG@20: 0.0517, Sub_model training time: 9.31min
RecEraser Sub-model 1, Epoch [35/2000], Runs: 670, Loss: 0.0202, UL AUC: 0.5552, ACC AUC: 0.6907, ACC NDCG@20: 0.0519, Sub_model training time: 9.59min
RecEraser Sub-model 1, Epoch [36/2000], Runs: 670, Loss: 0.0194, UL AUC: 0.5547, ACC AUC: 0.6912, ACC NDCG@20: 0.0525, Sub_model training time: 9.86min
RecEraser Sub-model 1, Epoch [37/2000], Runs: 670, Loss: 0.0195, UL AUC: 0.5544, ACC AUC: 0.6912, ACC NDCG@20: 0.0524, Sub_model training time: 10.13min
RecEraser Sub-model 1, Epoch [38/2000], Runs: 670, Loss: 0.0195, UL AUC: 0.5551, ACC AUC: 0.6907, ACC NDCG@20: 0.0521, Sub_model training time: 10.41min
RecEraser Sub-model 1, Epoch [39/2000], Runs: 670, Loss: 0.0194, UL AUC: 0.5554, ACC AUC: 0.6904, ACC NDCG@20: 0.0521, Sub_model training time: 10.69min
RecEraser Sub-model 1, Epoch [40/2000], Runs: 670, Loss: 0.0186, UL AUC: 0.5548, ACC AUC: 0.6908, ACC NDCG@20: 0.0527, Sub_model training time: 10.96min
RecEraser Sub-model 1, Epoch [41/2000], Runs: 670, Loss: 0.0184, UL AUC: 0.5547, ACC AUC: 0.6907, ACC NDCG@20: 0.0530, Sub_model training time: 11.24min
RecEraser Sub-model 1, Epoch [42/2000], Runs: 670, Loss: 0.0185, UL AUC: 0.5549, ACC AUC: 0.6904, ACC NDCG@20: 0.0528, Sub_model training time: 11.51min
RecEraser Sub-model 1, Epoch [43/2000], Runs: 670, Loss: 0.0184, UL AUC: 0.5558, ACC AUC: 0.6901, ACC NDCG@20: 0.0527, Sub_model training time: 11.78min
RecEraser Sub-model 1, Epoch [44/2000], Runs: 670, Loss: 0.0176, UL AUC: 0.5553, ACC AUC: 0.6902, ACC NDCG@20: 0.0529, Sub_model training time: 12.05min
RecEraser Sub-model 1, Epoch [45/2000], Runs: 670, Loss: 0.0179, UL AUC: 0.5557, ACC AUC: 0.6900, ACC NDCG@20: 0.0529, Sub_model training time: 12.32min
RecEraser Sub-model 1, Epoch [46/2000], Runs: 670, Loss: 0.0179, UL AUC: 0.5556, ACC AUC: 0.6898, ACC NDCG@20: 0.0529, Sub_model training time: 12.60min
RecEraser Sub-model 1, Epoch [47/2000], Runs: 670, Loss: 0.0179, UL AUC: 0.5560, ACC AUC: 0.6894, ACC NDCG@20: 0.0530, Sub_model training time: 12.88min
RecEraser Sub-model 1, Epoch [48/2000], Runs: 670, Loss: 0.0176, UL AUC: 0.5569, ACC AUC: 0.6894, ACC NDCG@20: 0.0532, Sub_model training time: 13.15min
RecEraser Sub-model 1, Epoch [49/2000], Runs: 670, Loss: 0.0171, UL AUC: 0.5560, ACC AUC: 0.6895, ACC NDCG@20: 0.0532, Sub_model training time: 13.43min
RecEraser Sub-model 1, Epoch [50/2000], Runs: 670, Loss: 0.0170, UL AUC: 0.5562, ACC AUC: 0.6894, ACC NDCG@20: 0.0534, Sub_model training time: 13.70min
RecEraser Sub-model 1, Epoch [51/2000], Runs: 670, Loss: 0.0171, UL AUC: 0.5549, ACC AUC: 0.6897, ACC NDCG@20: 0.0535, Sub_model training time: 13.98min
RecEraser Sub-model 1, Epoch [52/2000], Runs: 670, Loss: 0.0170, UL AUC: 0.5555, ACC AUC: 0.6894, ACC NDCG@20: 0.0531, Sub_model training time: 14.26min
RecEraser Sub-model 1, Epoch [53/2000], Runs: 670, Loss: 0.0169, UL AUC: 0.5562, ACC AUC: 0.6895, ACC NDCG@20: 0.0536, Sub_model training time: 14.53min
RecEraser Sub-model 1, Epoch [54/2000], Runs: 670, Loss: 0.0166, UL AUC: 0.5559, ACC AUC: 0.6894, ACC NDCG@20: 0.0535, Sub_model training time: 14.80min
RecEraser Sub-model 1, Epoch [55/2000], Runs: 670, Loss: 0.0164, UL AUC: 0.5556, ACC AUC: 0.6896, ACC NDCG@20: 0.0543, Sub_model training time: 15.08min
RecEraser Sub-model 1, Epoch [56/2000], Runs: 670, Loss: 0.0164, UL AUC: 0.5560, ACC AUC: 0.6896, ACC NDCG@20: 0.0543, Sub_model training time: 15.35min
RecEraser Sub-model 1, Epoch [57/2000], Runs: 670, Loss: 0.0163, UL AUC: 0.5560, ACC AUC: 0.6892, ACC NDCG@20: 0.0542, Sub_model training time: 15.62min
RecEraser Sub-model 1, Epoch [58/2000], Runs: 670, Loss: 0.0160, UL AUC: 0.5563, ACC AUC: 0.6893, ACC NDCG@20: 0.0545, Sub_model training time: 15.90min
RecEraser Sub-model 1, Epoch [59/2000], Runs: 670, Loss: 0.0162, UL AUC: 0.5567, ACC AUC: 0.6891, ACC NDCG@20: 0.0542, Sub_model training time: 16.18min
RecEraser Sub-model 1, Epoch [60/2000], Runs: 670, Loss: 0.0164, UL AUC: 0.5559, ACC AUC: 0.6890, ACC NDCG@20: 0.0540, Sub_model training time: 16.45min
RecEraser Sub-model 1, Epoch [61/2000], Runs: 670, Loss: 0.0160, UL AUC: 0.5564, ACC AUC: 0.6889, ACC NDCG@20: 0.0537, Sub_model training time: 16.70min
RecEraser Sub-model 1, Epoch [62/2000], Runs: 670, Loss: 0.0157, UL AUC: 0.5568, ACC AUC: 0.6891, ACC NDCG@20: 0.0540, Sub_model training time: 16.98min
RecEraser Sub-model 1, Epoch [63/2000], Runs: 670, Loss: 0.0157, UL AUC: 0.5565, ACC AUC: 0.6890, ACC NDCG@20: 0.0542, Sub_model training time: 17.26min
RecEraser Sub-model 1, Epoch [64/2000], Runs: 670, Loss: 0.0157, UL AUC: 0.5574, ACC AUC: 0.6891, ACC NDCG@20: 0.0541, Sub_model training time: 17.54min
RecEraser Sub-model 1, Epoch [65/2000], Runs: 670, Loss: 0.0157, UL AUC: 0.5574, ACC AUC: 0.6890, ACC NDCG@20: 0.0546, Sub_model training time: 17.81min
RecEraser Sub-model 1, Epoch [66/2000], Runs: 670, Loss: 0.0155, UL AUC: 0.5562, ACC AUC: 0.6892, ACC NDCG@20: 0.0550, Sub_model training time: 18.08min
RecEraser Sub-model 1, Epoch [67/2000], Runs: 670, Loss: 0.0154, UL AUC: 0.5566, ACC AUC: 0.6891, ACC NDCG@20: 0.0546, Sub_model training time: 18.36min
RecEraser Sub-model 1, Epoch [68/2000], Runs: 670, Loss: 0.0153, UL AUC: 0.5565, ACC AUC: 0.6891, ACC NDCG@20: 0.0548, Sub_model training time: 18.63min
RecEraser Sub-model 1, Epoch [69/2000], Runs: 670, Loss: 0.0157, UL AUC: 0.5564, ACC AUC: 0.6896, ACC NDCG@20: 0.0549, Sub_model training time: 18.91min
RecEraser Sub-model 1, Epoch [70/2000], Runs: 670, Loss: 0.0154, UL AUC: 0.5569, ACC AUC: 0.6891, ACC NDCG@20: 0.0541, Sub_model training time: 19.19min
RecEraser Sub-model 1, Epoch [71/2000], Runs: 670, Loss: 0.0154, UL AUC: 0.5581, ACC AUC: 0.6890, ACC NDCG@20: 0.0547, Sub_model training time: 19.47min
RecEraser Sub-model 1, Epoch [72/2000], Runs: 670, Loss: 0.0150, UL AUC: 0.5578, ACC AUC: 0.6894, ACC NDCG@20: 0.0550, Sub_model training time: 19.74min
RecEraser Sub-model 1, Epoch [73/2000], Runs: 670, Loss: 0.0151, UL AUC: 0.5589, ACC AUC: 0.6892, ACC NDCG@20: 0.0547, Sub_model training time: 20.03min
RecEraser Sub-model 1, Epoch [74/2000], Runs: 670, Loss: 0.0153, UL AUC: 0.5589, ACC AUC: 0.6893, ACC NDCG@20: 0.0545, Sub_model training time: 20.30min
RecEraser Sub-model 1, Epoch [75/2000], Runs: 670, Loss: 0.0148, UL AUC: 0.5591, ACC AUC: 0.6896, ACC NDCG@20: 0.0546, Sub_model training time: 20.58min
RecEraser Sub-model 1, Epoch [76/2000], Runs: 670, Loss: 0.0151, UL AUC: 0.5596, ACC AUC: 0.6900, ACC NDCG@20: 0.0545, Sub_model training time: 20.85min
RecEraser Sub-model 1, Epoch [77/2000], Runs: 670, Loss: 0.0150, UL AUC: 0.5594, ACC AUC: 0.6900, ACC NDCG@20: 0.0546, Sub_model training time: 21.12min
RecEraser Sub-model 1, Epoch [78/2000], Runs: 670, Loss: 0.0148, UL AUC: 0.5591, ACC AUC: 0.6897, ACC NDCG@20: 0.0548, Sub_model training time: 21.40min
RecEraser Sub-model 1, Epoch [79/2000], Runs: 670, Loss: 0.0147, UL AUC: 0.5599, ACC AUC: 0.6896, ACC NDCG@20: 0.0547, Sub_model training time: 21.65min
RecEraser Sub-model 1, Epoch [80/2000], Runs: 670, Loss: 0.0146, UL AUC: 0.5600, ACC AUC: 0.6893, ACC NDCG@20: 0.0550, Sub_model training time: 21.93min
RecEraser Sub-model 1, Epoch [81/2000], Runs: 670, Loss: 0.0147, UL AUC: 0.5594, ACC AUC: 0.6892, ACC NDCG@20: 0.0552, Sub_model training time: 22.21min
RecEraser Sub-model 1, Epoch [82/2000], Runs: 670, Loss: 0.0147, UL AUC: 0.5598, ACC AUC: 0.6895, ACC NDCG@20: 0.0554, Sub_model training time: 22.48min
RecEraser Sub-model 1, Epoch [83/2000], Runs: 670, Loss: 0.0145, UL AUC: 0.5603, ACC AUC: 0.6895, ACC NDCG@20: 0.0557, Sub_model training time: 22.76min
RecEraser Sub-model 1, Epoch [84/2000], Runs: 670, Loss: 0.0147, UL AUC: 0.5607, ACC AUC: 0.6898, ACC NDCG@20: 0.0554, Sub_model training time: 23.03min
RecEraser Sub-model 1, Epoch [85/2000], Runs: 670, Loss: 0.0144, UL AUC: 0.5603, ACC AUC: 0.6902, ACC NDCG@20: 0.0558, Sub_model training time: 23.31min
RecEraser Sub-model 1, Epoch [86/2000], Runs: 670, Loss: 0.0143, UL AUC: 0.5602, ACC AUC: 0.6903, ACC NDCG@20: 0.0554, Sub_model training time: 23.58min
RecEraser Sub-model 1, Epoch [87/2000], Runs: 670, Loss: 0.0142, UL AUC: 0.5607, ACC AUC: 0.6903, ACC NDCG@20: 0.0557, Sub_model training time: 23.85min
RecEraser Sub-model 1, Epoch [88/2000], Runs: 670, Loss: 0.0145, UL AUC: 0.5607, ACC AUC: 0.6902, ACC NDCG@20: 0.0559, Sub_model training time: 24.13min
RecEraser Sub-model 1, Epoch [89/2000], Runs: 670, Loss: 0.0143, UL AUC: 0.5604, ACC AUC: 0.6904, ACC NDCG@20: 0.0560, Sub_model training time: 24.40min
RecEraser Sub-model 1, Epoch [90/2000], Runs: 670, Loss: 0.0144, UL AUC: 0.5602, ACC AUC: 0.6902, ACC NDCG@20: 0.0557, Sub_model training time: 24.68min
RecEraser Sub-model 1, Epoch [91/2000], Runs: 670, Loss: 0.0145, UL AUC: 0.5609, ACC AUC: 0.6904, ACC NDCG@20: 0.0562, Sub_model training time: 24.95min
RecEraser Sub-model 1, Epoch [92/2000], Runs: 670, Loss: 0.0142, UL AUC: 0.5614, ACC AUC: 0.6900, ACC NDCG@20: 0.0561, Sub_model training time: 25.23min
RecEraser Sub-model 1, Epoch [93/2000], Runs: 670, Loss: 0.0142, UL AUC: 0.5608, ACC AUC: 0.6901, ACC NDCG@20: 0.0558, Sub_model training time: 25.50min
RecEraser Sub-model 1, Epoch [94/2000], Runs: 670, Loss: 0.0143, UL AUC: 0.5603, ACC AUC: 0.6903, ACC NDCG@20: 0.0564, Sub_model training time: 25.77min
RecEraser Sub-model 1, Epoch [95/2000], Runs: 670, Loss: 0.0142, UL AUC: 0.5601, ACC AUC: 0.6900, ACC NDCG@20: 0.0562, Sub_model training time: 26.05min
RecEraser Sub-model 1, Epoch [96/2000], Runs: 670, Loss: 0.0143, UL AUC: 0.5604, ACC AUC: 0.6898, ACC NDCG@20: 0.0566, Sub_model training time: 26.33min
RecEraser Sub-model 1, Epoch [97/2000], Runs: 670, Loss: 0.0138, UL AUC: 0.5606, ACC AUC: 0.6902, ACC NDCG@20: 0.0564, Sub_model training time: 26.60min
RecEraser Sub-model 1, Epoch [98/2000], Runs: 670, Loss: 0.0141, UL AUC: 0.5601, ACC AUC: 0.6901, ACC NDCG@20: 0.0563, Sub_model training time: 26.88min
RecEraser Sub-model 1, Epoch [99/2000], Runs: 670, Loss: 0.0141, UL AUC: 0.5601, ACC AUC: 0.6899, ACC NDCG@20: 0.0562, Sub_model training time: 27.16min
RecEraser Sub-model 1, Epoch [100/2000], Runs: 670, Loss: 0.0136, UL AUC: 0.5613, ACC AUC: 0.6897, ACC NDCG@20: 0.0561, Sub_model training time: 27.42min
RecEraser Sub-model 1, Epoch [101/2000], Runs: 670, Loss: 0.0141, UL AUC: 0.5608, ACC AUC: 0.6900, ACC NDCG@20: 0.0565, Sub_model training time: 27.69min
RecEraser Sub-model 1, Epoch [102/2000], Runs: 670, Loss: 0.0140, UL AUC: 0.5610, ACC AUC: 0.6895, ACC NDCG@20: 0.0562, Sub_model training time: 27.97min
RecEraser Sub-model 1, Epoch [103/2000], Runs: 670, Loss: 0.0137, UL AUC: 0.5605, ACC AUC: 0.6898, ACC NDCG@20: 0.0559, Sub_model training time: 28.24min
RecEraser Sub-model 1, Epoch [104/2000], Runs: 670, Loss: 0.0139, UL AUC: 0.5616, ACC AUC: 0.6896, ACC NDCG@20: 0.0564, Sub_model training time: 28.51min
RecEraser Sub-model 1, Epoch [105/2000], Runs: 670, Loss: 0.0137, UL AUC: 0.5623, ACC AUC: 0.6899, ACC NDCG@20: 0.0563, Sub_model training time: 28.79min
RecEraser Sub-model 1, Epoch [106/2000], Runs: 670, Loss: 0.0137, UL AUC: 0.5617, ACC AUC: 0.6896, ACC NDCG@20: 0.0560, Sub_model training time: 29.06min
RecEraser Sub-model 1, Epoch [107/2000], Runs: 670, Loss: 0.0136, UL AUC: 0.5620, ACC AUC: 0.6896, ACC NDCG@20: 0.0562, Sub_model training time: 29.34min
RecEraser Sub-model 1, Epoch [108/2000], Runs: 670, Loss: 0.0141, UL AUC: 0.5634, ACC AUC: 0.6896, ACC NDCG@20: 0.0558, Sub_model training time: 29.61min
RecEraser Sub-model 1, Epoch [109/2000], Runs: 670, Loss: 0.0135, UL AUC: 0.5613, ACC AUC: 0.6896, ACC NDCG@20: 0.0556, Sub_model training time: 29.89min
RecEraser Sub-model 1, Epoch [110/2000], Runs: 670, Loss: 0.0139, UL AUC: 0.5616, ACC AUC: 0.6895, ACC NDCG@20: 0.0556, Sub_model training time: 30.17min
RecEraser Sub-model 1, Epoch [111/2000], Runs: 670, Loss: 0.0137, UL AUC: 0.5625, ACC AUC: 0.6896, ACC NDCG@20: 0.0561, Sub_model training time: 30.44min
RecEraser Sub-model 1, Epoch [112/2000], Runs: 670, Loss: 0.0142, UL AUC: 0.5636, ACC AUC: 0.6891, ACC NDCG@20: 0.0555, Sub_model training time: 30.72min
RecEraser Sub-model 1, Epoch [113/2000], Runs: 670, Loss: 0.0136, UL AUC: 0.5630, ACC AUC: 0.6895, ACC NDCG@20: 0.0558, Sub_model training time: 30.99min
RecEraser Sub-model 1, Epoch [114/2000], Runs: 670, Loss: 0.0135, UL AUC: 0.5626, ACC AUC: 0.6894, ACC NDCG@20: 0.0558, Sub_model training time: 31.27min
RecEraser Sub-model 1, Epoch [115/2000], Runs: 670, Loss: 0.0138, UL AUC: 0.5628, ACC AUC: 0.6895, ACC NDCG@20: 0.0563, Sub_model training time: 31.55min
RecEraser Sub-model 1, Epoch [116/2000], Runs: 670, Loss: 0.0138, UL AUC: 0.5629, ACC AUC: 0.6893, ACC NDCG@20: 0.0556, Sub_model training time: 31.82min
RecEraser Sub-model 1, Epoch [117/2000], Runs: 670, Loss: 0.0135, UL AUC: 0.5616, ACC AUC: 0.6894, ACC NDCG@20: 0.0563, Sub_model training time: 32.10min
RecEraser Sub-model 1, Epoch [118/2000], Runs: 670, Loss: 0.0135, UL AUC: 0.5611, ACC AUC: 0.6895, ACC NDCG@20: 0.0563, Sub_model training time: 32.37min
RecEraser Sub-model 1, Epoch [119/2000], Runs: 670, Loss: 0.0135, UL AUC: 0.5609, ACC AUC: 0.6896, ACC NDCG@20: 0.0564, Sub_model training time: 32.63min
RecEraser Sub-model 1, Epoch [120/2000], Runs: 670, Loss: 0.0136, UL AUC: 0.5617, ACC AUC: 0.6892, ACC NDCG@20: 0.0560, Sub_model training time: 32.91min
RecEraser Sub-model 1, Epoch [121/2000], Runs: 670, Loss: 0.0135, UL AUC: 0.5609, ACC AUC: 0.6899, ACC NDCG@20: 0.0561, Sub_model training time: 33.18min
RecEraser Sub-model 1, Epoch [122/2000], Runs: 670, Loss: 0.0132, UL AUC: 0.5617, ACC AUC: 0.6900, ACC NDCG@20: 0.0561, Sub_model training time: 33.45min
RecEraser Sub-model 1, Epoch [123/2000], Runs: 670, Loss: 0.0134, UL AUC: 0.5625, ACC AUC: 0.6902, ACC NDCG@20: 0.0565, Sub_model training time: 33.72min
RecEraser Sub-model 1, Epoch [124/2000], Runs: 670, Loss: 0.0139, UL AUC: 0.5632, ACC AUC: 0.6898, ACC NDCG@20: 0.0566, Sub_model training time: 33.99min
RecEraser Sub-model 1, Epoch [125/2000], Runs: 670, Loss: 0.0135, UL AUC: 0.5635, ACC AUC: 0.6894, ACC NDCG@20: 0.0566, Sub_model training time: 34.27min
RecEraser Sub-model 1, Epoch [126/2000], Runs: 670, Loss: 0.0135, UL AUC: 0.5631, ACC AUC: 0.6899, ACC NDCG@20: 0.0570, Sub_model training time: 34.54min
RecEraser Sub-model 1, Epoch [127/2000], Runs: 670, Loss: 0.0137, UL AUC: 0.5634, ACC AUC: 0.6896, ACC NDCG@20: 0.0570, Sub_model training time: 34.81min
RecEraser Sub-model 1, Epoch [128/2000], Runs: 670, Loss: 0.0137, UL AUC: 0.5634, ACC AUC: 0.6900, ACC NDCG@20: 0.0571, Sub_model training time: 35.08min
RecEraser Sub-model 1, Epoch [129/2000], Runs: 670, Loss: 0.0133, UL AUC: 0.5629, ACC AUC: 0.6900, ACC NDCG@20: 0.0568, Sub_model training time: 35.36min
RecEraser Sub-model 1, Epoch [130/2000], Runs: 670, Loss: 0.0134, UL AUC: 0.5633, ACC AUC: 0.6899, ACC NDCG@20: 0.0566, Sub_model training time: 35.63min
RecEraser Sub-model 1, Epoch [131/2000], Runs: 670, Loss: 0.0131, UL AUC: 0.5637, ACC AUC: 0.6899, ACC NDCG@20: 0.0573, Sub_model training time: 35.90min
RecEraser Sub-model 1, Epoch [132/2000], Runs: 670, Loss: 0.0137, UL AUC: 0.5636, ACC AUC: 0.6895, ACC NDCG@20: 0.0568, Sub_model training time: 36.18min
RecEraser Sub-model 1, Epoch [133/2000], Runs: 670, Loss: 0.0132, UL AUC: 0.5628, ACC AUC: 0.6896, ACC NDCG@20: 0.0567, Sub_model training time: 36.45min
RecEraser Sub-model 1, Epoch [134/2000], Runs: 670, Loss: 0.0136, UL AUC: 0.5629, ACC AUC: 0.6892, ACC NDCG@20: 0.0560, Sub_model training time: 36.72min
RecEraser Sub-model 1, Epoch [135/2000], Runs: 670, Loss: 0.0134, UL AUC: 0.5639, ACC AUC: 0.6895, ACC NDCG@20: 0.0564, Sub_model training time: 36.99min
RecEraser Sub-model 1, Epoch [136/2000], Runs: 670, Loss: 0.0131, UL AUC: 0.5649, ACC AUC: 0.6895, ACC NDCG@20: 0.0566, Sub_model training time: 37.27min
RecEraser Sub-model 1, Epoch [137/2000], Runs: 670, Loss: 0.0134, UL AUC: 0.5658, ACC AUC: 0.6896, ACC NDCG@20: 0.0564, Sub_model training time: 37.54min
RecEraser Sub-model 1, Epoch [138/2000], Runs: 670, Loss: 0.0134, UL AUC: 0.5650, ACC AUC: 0.6898, ACC NDCG@20: 0.0568, Sub_model training time: 37.81min
RecEraser Sub-model 1, Epoch [139/2000], Runs: 670, Loss: 0.0132, UL AUC: 0.5647, ACC AUC: 0.6898, ACC NDCG@20: 0.0567, Sub_model training time: 38.09min
RecEraser Sub-model 1, Epoch [140/2000], Runs: 670, Loss: 0.0133, UL AUC: 0.5649, ACC AUC: 0.6898, ACC NDCG@20: 0.0568, Sub_model training time: 38.36min
RecEraser Sub-model 1, Epoch [141/2000], Runs: 670, Loss: 0.0131, UL AUC: 0.5646, ACC AUC: 0.6902, ACC NDCG@20: 0.0575, Sub_model training time: 38.63min
RecEraser Sub-model 1, Epoch [142/2000], Runs: 670, Loss: 0.0134, UL AUC: 0.5642, ACC AUC: 0.6902, ACC NDCG@20: 0.0571, Sub_model training time: 38.90min
RecEraser Sub-model 1, Epoch [143/2000], Runs: 670, Loss: 0.0128, UL AUC: 0.5635, ACC AUC: 0.6901, ACC NDCG@20: 0.0567, Sub_model training time: 39.18min
RecEraser Sub-model 1, Epoch [144/2000], Runs: 670, Loss: 0.0135, UL AUC: 0.5641, ACC AUC: 0.6901, ACC NDCG@20: 0.0565, Sub_model training time: 39.45min
RecEraser Sub-model 1, Epoch [145/2000], Runs: 670, Loss: 0.0135, UL AUC: 0.5651, ACC AUC: 0.6899, ACC NDCG@20: 0.0563, Sub_model training time: 39.72min
RecEraser Sub-model 1, Epoch [146/2000], Runs: 670, Loss: 0.0132, UL AUC: 0.5648, ACC AUC: 0.6894, ACC NDCG@20: 0.0560, Sub_model training time: 39.98min
RecEraser Sub-model 1, Epoch [147/2000], Runs: 670, Loss: 0.0131, UL AUC: 0.5629, ACC AUC: 0.6901, ACC NDCG@20: 0.0567, Sub_model training time: 40.26min
RecEraser Sub-model 1, Epoch [148/2000], Runs: 670, Loss: 0.0135, UL AUC: 0.5637, ACC AUC: 0.6903, ACC NDCG@20: 0.0565, Sub_model training time: 40.53min
RecEraser Sub-model 1, Epoch [149/2000], Runs: 670, Loss: 0.0133, UL AUC: 0.5651, ACC AUC: 0.6897, ACC NDCG@20: 0.0566, Sub_model training time: 40.80min
RecEraser Sub-model 1, Epoch [150/2000], Runs: 670, Loss: 0.0134, UL AUC: 0.5649, ACC AUC: 0.6902, ACC NDCG@20: 0.0568, Sub_model training time: 41.08min
RecEraser Sub-model 1, Epoch [151/2000], Runs: 670, Loss: 0.0132, UL AUC: 0.5648, ACC AUC: 0.6904, ACC NDCG@20: 0.0571, Sub_model training time: 41.35min
RecEraser Sub-model 1, Epoch [152/2000], Runs: 670, Loss: 0.0134, UL AUC: 0.5642, ACC AUC: 0.6905, ACC NDCG@20: 0.0570, Sub_model training time: 41.62min
RecEraser Sub-model 1, Epoch [153/2000], Runs: 670, Loss: 0.0131, UL AUC: 0.5646, ACC AUC: 0.6907, ACC NDCG@20: 0.0573, Sub_model training time: 41.90min
RecEraser Sub-model 1, Epoch [154/2000], Runs: 670, Loss: 0.0130, UL AUC: 0.5640, ACC AUC: 0.6908, ACC NDCG@20: 0.0573, Sub_model training time: 42.17min
RecEraser Sub-model 1, Epoch [155/2000], Runs: 670, Loss: 0.0130, UL AUC: 0.5645, ACC AUC: 0.6908, ACC NDCG@20: 0.0573, Sub_model training time: 42.44min
RecEraser Sub-model 1, Epoch [156/2000], Runs: 670, Loss: 0.0133, UL AUC: 0.5644, ACC AUC: 0.6907, ACC NDCG@20: 0.0569, Sub_model training time: 42.72min
RecEraser Sub-model 1, Epoch [157/2000], Runs: 670, Loss: 0.0132, UL AUC: 0.5650, ACC AUC: 0.6903, ACC NDCG@20: 0.0568, Sub_model training time: 42.99min
RecEraser Sub-model 1, Epoch [158/2000], Runs: 670, Loss: 0.0134, UL AUC: 0.5650, ACC AUC: 0.6902, ACC NDCG@20: 0.0565, Sub_model training time: 43.27min
RecEraser Sub-model 1, Epoch [159/2000], Runs: 670, Loss: 0.0129, UL AUC: 0.5630, ACC AUC: 0.6906, ACC NDCG@20: 0.0570, Sub_model training time: 43.54min
RecEraser Sub-model 1, Epoch [160/2000], Runs: 670, Loss: 0.0132, UL AUC: 0.5633, ACC AUC: 0.6901, ACC NDCG@20: 0.0568, Sub_model training time: 43.79min
RecEraser Sub-model 1, Epoch [161/2000], Runs: 670, Loss: 0.0133, UL AUC: 0.5627, ACC AUC: 0.6899, ACC NDCG@20: 0.0562, Sub_model training time: 44.07min
RecEraser Sub-model 1, Epoch [162/2000], Runs: 670, Loss: 0.0132, UL AUC: 0.5618, ACC AUC: 0.6902, ACC NDCG@20: 0.0572, Sub_model training time: 44.34min
RecEraser Sub-model 1, Epoch [163/2000], Runs: 670, Loss: 0.0132, UL AUC: 0.5632, ACC AUC: 0.6901, ACC NDCG@20: 0.0572, Sub_model training time: 44.61min
RecEraser Sub-model 1, Epoch [164/2000], Runs: 670, Loss: 0.0132, UL AUC: 0.5638, ACC AUC: 0.6904, ACC NDCG@20: 0.0573, Sub_model training time: 44.88min
RecEraser Sub-model 1, Epoch [165/2000], Runs: 670, Loss: 0.0132, UL AUC: 0.5640, ACC AUC: 0.6904, ACC NDCG@20: 0.0570, Sub_model training time: 45.15min
RecEraser Sub-model 1, Epoch [166/2000], Runs: 670, Loss: 0.0131, UL AUC: 0.5642, ACC AUC: 0.6903, ACC NDCG@20: 0.0566, Sub_model training time: 45.42min
RecEraser Sub-model 1, Epoch [167/2000], Runs: 670, Loss: 0.0132, UL AUC: 0.5639, ACC AUC: 0.6910, ACC NDCG@20: 0.0570, Sub_model training time: 45.69min
RecEraser Sub-model 1, Epoch [168/2000], Runs: 670, Loss: 0.0132, UL AUC: 0.5636, ACC AUC: 0.6911, ACC NDCG@20: 0.0571, Sub_model training time: 45.97min
RecEraser Sub-model 1, Epoch [169/2000], Runs: 670, Loss: 0.0134, UL AUC: 0.5645, ACC AUC: 0.6908, ACC NDCG@20: 0.0570, Sub_model training time: 46.24min
RecEraser Sub-model 1, Epoch [170/2000], Runs: 670, Loss: 0.0134, UL AUC: 0.5648, ACC AUC: 0.6910, ACC NDCG@20: 0.0571, Sub_model training time: 46.51min
RecEraser Sub-model 1, Epoch [171/2000], Runs: 670, Loss: 0.0133, UL AUC: 0.5649, ACC AUC: 0.6909, ACC NDCG@20: 0.0570, Sub_model training time: 46.78min
RecEraser Sub-model 1, Epoch [172/2000], Runs: 670, Loss: 0.0131, UL AUC: 0.5642, ACC AUC: 0.6910, ACC NDCG@20: 0.0573, Sub_model training time: 47.05min
RecEraser Sub-model 1, Epoch [173/2000], Runs: 670, Loss: 0.0131, UL AUC: 0.5639, ACC AUC: 0.6913, ACC NDCG@20: 0.0574, Sub_model training time: 47.32min
RecEraser Sub-model 1, Epoch [174/2000], Runs: 670, Loss: 0.0133, UL AUC: 0.5640, ACC AUC: 0.6905, ACC NDCG@20: 0.0574, Sub_model training time: 47.60min
RecEraser Sub-model 1, Epoch [175/2000], Runs: 670, Loss: 0.0131, UL AUC: 0.5637, ACC AUC: 0.6904, ACC NDCG@20: 0.0575, Sub_model training time: 47.86min
RecEraser Sub-model 1, Epoch [176/2000], Runs: 670, Loss: 0.0127, UL AUC: 0.5644, ACC AUC: 0.6907, ACC NDCG@20: 0.0576, Sub_model training time: 48.13min
RecEraser Sub-model 1, Epoch [177/2000], Runs: 670, Loss: 0.0132, UL AUC: 0.5647, ACC AUC: 0.6904, ACC NDCG@20: 0.0575, Sub_model training time: 48.40min
RecEraser Sub-model 1, Epoch [178/2000], Runs: 670, Loss: 0.0132, UL AUC: 0.5639, ACC AUC: 0.6905, ACC NDCG@20: 0.0574, Sub_model training time: 48.68min
RecEraser Sub-model 1, Epoch [179/2000], Runs: 670, Loss: 0.0131, UL AUC: 0.5639, ACC AUC: 0.6909, ACC NDCG@20: 0.0579, Sub_model training time: 48.95min
RecEraser Sub-model 1, Epoch [180/2000], Runs: 670, Loss: 0.0132, UL AUC: 0.5651, ACC AUC: 0.6906, ACC NDCG@20: 0.0578, Sub_model training time: 49.22min
RecEraser Sub-model 1, Epoch [181/2000], Runs: 670, Loss: 0.0128, UL AUC: 0.5646, ACC AUC: 0.6908, ACC NDCG@20: 0.0577, Sub_model training time: 49.49min
RecEraser Sub-model 1, Epoch [182/2000], Runs: 670, Loss: 0.0132, UL AUC: 0.5647, ACC AUC: 0.6903, ACC NDCG@20: 0.0581, Sub_model training time: 49.77min
RecEraser Sub-model 1, Epoch [183/2000], Runs: 670, Loss: 0.0129, UL AUC: 0.5648, ACC AUC: 0.6905, ACC NDCG@20: 0.0582, Sub_model training time: 50.04min
RecEraser Sub-model 1, Epoch [184/2000], Runs: 670, Loss: 0.0131, UL AUC: 0.5638, ACC AUC: 0.6911, ACC NDCG@20: 0.0582, Sub_model training time: 50.31min
RecEraser Sub-model 1, Epoch [185/2000], Runs: 670, Loss: 0.0129, UL AUC: 0.5632, ACC AUC: 0.6905, ACC NDCG@20: 0.0585, Sub_model training time: 50.58min
RecEraser Sub-model 1, Epoch [186/2000], Runs: 670, Loss: 0.0129, UL AUC: 0.5638, ACC AUC: 0.6903, ACC NDCG@20: 0.0579, Sub_model training time: 50.85min
RecEraser Sub-model 1, Epoch [187/2000], Runs: 670, Loss: 0.0127, UL AUC: 0.5646, ACC AUC: 0.6905, ACC NDCG@20: 0.0585, Sub_model training time: 51.12min
RecEraser Sub-model 1, Epoch [188/2000], Runs: 670, Loss: 0.0129, UL AUC: 0.5641, ACC AUC: 0.6905, ACC NDCG@20: 0.0580, Sub_model training time: 51.39min
RecEraser Sub-model 1, Epoch [189/2000], Runs: 670, Loss: 0.0127, UL AUC: 0.5637, ACC AUC: 0.6905, ACC NDCG@20: 0.0586, Sub_model training time: 51.66min
RecEraser Sub-model 1, Epoch [190/2000], Runs: 670, Loss: 0.0129, UL AUC: 0.5634, ACC AUC: 0.6907, ACC NDCG@20: 0.0584, Sub_model training time: 51.93min
RecEraser Sub-model 1, Epoch [191/2000], Runs: 670, Loss: 0.0133, UL AUC: 0.5646, ACC AUC: 0.6910, ACC NDCG@20: 0.0582, Sub_model training time: 52.20min
RecEraser Sub-model 1, Epoch [192/2000], Runs: 670, Loss: 0.0128, UL AUC: 0.5637, ACC AUC: 0.6906, ACC NDCG@20: 0.0583, Sub_model training time: 52.46min
RecEraser Sub-model 1, Epoch [193/2000], Runs: 670, Loss: 0.0131, UL AUC: 0.5632, ACC AUC: 0.6907, ACC NDCG@20: 0.0583, Sub_model training time: 52.73min
RecEraser Sub-model 1, Epoch [194/2000], Runs: 670, Loss: 0.0129, UL AUC: 0.5636, ACC AUC: 0.6910, ACC NDCG@20: 0.0582, Sub_model training time: 53.00min
RecEraser Sub-model 1, Epoch [195/2000], Runs: 670, Loss: 0.0131, UL AUC: 0.5640, ACC AUC: 0.6906, ACC NDCG@20: 0.0575, Sub_model training time: 53.27min
RecEraser Sub-model 1, Epoch [196/2000], Runs: 670, Loss: 0.0131, UL AUC: 0.5638, ACC AUC: 0.6910, ACC NDCG@20: 0.0579, Sub_model training time: 53.54min
RecEraser Sub-model 1, Epoch [197/2000], Runs: 670, Loss: 0.0130, UL AUC: 0.5636, ACC AUC: 0.6905, ACC NDCG@20: 0.0579, Sub_model training time: 53.82min
RecEraser Sub-model 1, Epoch [198/2000], Runs: 670, Loss: 0.0127, UL AUC: 0.5634, ACC AUC: 0.6907, ACC NDCG@20: 0.0583, Sub_model training time: 54.09min
RecEraser Sub-model 1, Epoch [199/2000], Runs: 670, Loss: 0.0128, UL AUC: 0.5643, ACC AUC: 0.6907, ACC NDCG@20: 0.0576, Sub_model training time: 54.36min
RecEraser Sub-model 1, Epoch [200/2000], Runs: 670, Loss: 0.0130, UL AUC: 0.5642, ACC AUC: 0.6906, ACC NDCG@20: 0.0576, Sub_model training time: 54.63min
RecEraser Sub-model 1, Epoch [201/2000], Runs: 670, Loss: 0.0128, UL AUC: 0.5645, ACC AUC: 0.6904, ACC NDCG@20: 0.0576, Sub_model training time: 54.90min
RecEraser Sub-model 1, Epoch [202/2000], Runs: 670, Loss: 0.0130, UL AUC: 0.5648, ACC AUC: 0.6903, ACC NDCG@20: 0.0573, Sub_model training time: 55.17min
RecEraser Sub-model 1, Epoch [203/2000], Runs: 670, Loss: 0.0131, UL AUC: 0.5643, ACC AUC: 0.6910, ACC NDCG@20: 0.0579, Sub_model training time: 55.44min
RecEraser Sub-model 1, Epoch [204/2000], Runs: 670, Loss: 0.0129, UL AUC: 0.5639, ACC AUC: 0.6907, ACC NDCG@20: 0.0581, Sub_model training time: 55.71min
RecEraser Sub-model 1, Epoch [205/2000], Runs: 670, Loss: 0.0126, UL AUC: 0.5635, ACC AUC: 0.6905, ACC NDCG@20: 0.0577, Sub_model training time: 55.98min
RecEraser Sub-model 1, Epoch [206/2000], Runs: 670, Loss: 0.0131, UL AUC: 0.5639, ACC AUC: 0.6905, ACC NDCG@20: 0.0579, Sub_model training time: 56.25min
RecEraser Sub-model 1, Epoch [207/2000], Runs: 670, Loss: 0.0130, UL AUC: 0.5634, ACC AUC: 0.6907, ACC NDCG@20: 0.0576, Sub_model training time: 56.52min
RecEraser Sub-model 1, Epoch [208/2000], Runs: 670, Loss: 0.0131, UL AUC: 0.5639, ACC AUC: 0.6907, ACC NDCG@20: 0.0580, Sub_model training time: 56.79min
RecEraser Sub-model 1, Epoch [209/2000], Runs: 670, Loss: 0.0128, UL AUC: 0.5633, ACC AUC: 0.6904, ACC NDCG@20: 0.0574, Sub_model training time: 57.06min
RecEraser Sub-model 1, Epoch [210/2000], Runs: 670, Loss: 0.0130, UL AUC: 0.5628, ACC AUC: 0.6905, ACC NDCG@20: 0.0576, Sub_model training time: 57.33min
RecEraser Sub-model 1, Epoch [211/2000], Runs: 670, Loss: 0.0131, UL AUC: 0.5637, ACC AUC: 0.6906, ACC NDCG@20: 0.0577, Sub_model training time: 57.60min
RecEraser Sub-model 1, Epoch [212/2000], Runs: 670, Loss: 0.0127, UL AUC: 0.5638, ACC AUC: 0.6905, ACC NDCG@20: 0.0573, Sub_model training time: 57.87min
RecEraser Sub-model 1, Epoch [213/2000], Runs: 670, Loss: 0.0129, UL AUC: 0.5647, ACC AUC: 0.6902, ACC NDCG@20: 0.0574, Sub_model training time: 58.13min
RecEraser Sub-model 1, Epoch [214/2000], Runs: 670, Loss: 0.0129, UL AUC: 0.5640, ACC AUC: 0.6909, ACC NDCG@20: 0.0580, Sub_model training time: 58.40min
RecEraser Sub-model 1, Epoch [215/2000], Runs: 670, Loss: 0.0128, UL AUC: 0.5646, ACC AUC: 0.6906, ACC NDCG@20: 0.0577, Sub_model training time: 58.67min
RecEraser Sub-model 1, Epoch [216/2000], Runs: 670, Loss: 0.0130, UL AUC: 0.5646, ACC AUC: 0.6904, ACC NDCG@20: 0.0574, Sub_model training time: 58.95min
RecEraser Sub-model 1, Epoch [217/2000], Runs: 670, Loss: 0.0128, UL AUC: 0.5637, ACC AUC: 0.6906, ACC NDCG@20: 0.0575, Sub_model training time: 59.23min
RecEraser Sub-model 1, Epoch [218/2000], Runs: 670, Loss: 0.0128, UL AUC: 0.5628, ACC AUC: 0.6908, ACC NDCG@20: 0.0581, Sub_model training time: 59.50min
RecEraser Sub-model 1, Epoch [219/2000], Runs: 670, Loss: 0.0131, UL AUC: 0.5629, ACC AUC: 0.6904, ACC NDCG@20: 0.0575, Sub_model training time: 59.77min
RecEraser Sub-model 1, Epoch [220/2000], Runs: 670, Loss: 0.0128, UL AUC: 0.5633, ACC AUC: 0.6908, ACC NDCG@20: 0.0578, Sub_model training time: 60.04min
RecEraser Sub-model 1, Epoch [221/2000], Runs: 670, Loss: 0.0128, UL AUC: 0.5641, ACC AUC: 0.6906, ACC NDCG@20: 0.0579, Sub_model training time: 60.31min
RecEraser Sub-model 1, Epoch [222/2000], Runs: 670, Loss: 0.0132, UL AUC: 0.5651, ACC AUC: 0.6902, ACC NDCG@20: 0.0578, Sub_model training time: 60.58min
RecEraser Sub-model 1, Epoch [223/2000], Runs: 670, Loss: 0.0128, UL AUC: 0.5641, ACC AUC: 0.6909, ACC NDCG@20: 0.0581, Sub_model training time: 60.86min
RecEraser Sub-model 1, Epoch [224/2000], Runs: 670, Loss: 0.0127, UL AUC: 0.5644, ACC AUC: 0.6908, ACC NDCG@20: 0.0577, Sub_model training time: 61.13min
RecEraser Sub-model 1, Epoch [225/2000], Runs: 670, Loss: 0.0130, UL AUC: 0.5646, ACC AUC: 0.6909, ACC NDCG@20: 0.0579, Sub_model training time: 61.40min
RecEraser Sub-model 1, Epoch [226/2000], Runs: 670, Loss: 0.0129, UL AUC: 0.5649, ACC AUC: 0.6907, ACC NDCG@20: 0.0575, Sub_model training time: 61.67min
RecEraser Sub-model 1, Epoch [227/2000], Runs: 670, Loss: 0.0130, UL AUC: 0.5643, ACC AUC: 0.6909, ACC NDCG@20: 0.0572, Sub_model training time: 61.95min
RecEraser Sub-model 1, Epoch [228/2000], Runs: 670, Loss: 0.0125, UL AUC: 0.5634, ACC AUC: 0.6909, ACC NDCG@20: 0.0576, Sub_model training time: 62.22min
RecEraser Sub-model 1, Epoch [229/2000], Runs: 670, Loss: 0.0127, UL AUC: 0.5625, ACC AUC: 0.6909, ACC NDCG@20: 0.0579, Sub_model training time: 62.49min
RecEraser Sub-model 1, Epoch [230/2000], Runs: 670, Loss: 0.0131, UL AUC: 0.5631, ACC AUC: 0.6903, ACC NDCG@20: 0.0574, Sub_model training time: 62.76min
RecEraser Sub-model 1, Epoch [231/2000], Runs: 670, Loss: 0.0129, UL AUC: 0.5630, ACC AUC: 0.6908, ACC NDCG@20: 0.0580, Sub_model training time: 63.03min
RecEraser Sub-model 1, Epoch [232/2000], Runs: 670, Loss: 0.0129, UL AUC: 0.5637, ACC AUC: 0.6902, ACC NDCG@20: 0.0575, Sub_model training time: 63.30min
RecEraser Sub-model 1, Epoch [233/2000], Runs: 670, Loss: 0.0127, UL AUC: 0.5640, ACC AUC: 0.6906, ACC NDCG@20: 0.0579, Sub_model training time: 63.57min
RecEraser Sub-model 1, Epoch [234/2000], Runs: 670, Loss: 0.0131, UL AUC: 0.5646, ACC AUC: 0.6907, ACC NDCG@20: 0.0576, Sub_model training time: 63.84min
RecEraser Sub-model 1, Epoch [235/2000], Runs: 670, Loss: 0.0126, UL AUC: 0.5652, ACC AUC: 0.6903, ACC NDCG@20: 0.0575, Sub_model training time: 64.11min
RecEraser Sub-model 1, Epoch [236/2000], Runs: 670, Loss: 0.0129, UL AUC: 0.5626, ACC AUC: 0.6905, ACC NDCG@20: 0.0580, Sub_model training time: 64.38min
RecEraser Sub-model 1, Epoch [237/2000], Runs: 670, Loss: 0.0131, UL AUC: 0.5630, ACC AUC: 0.6911, ACC NDCG@20: 0.0583, Sub_model training time: 64.66min
RecEraser Sub-model 1, Epoch [238/2000], Runs: 670, Loss: 0.0128, UL AUC: 0.5641, ACC AUC: 0.6908, ACC NDCG@20: 0.0585, Sub_model training time: 64.93min
RecEraser Sub-model 1, Epoch [239/2000], Runs: 670, Loss: 0.0127, UL AUC: 0.5649, ACC AUC: 0.6905, ACC NDCG@20: 0.0583, Sub_model training time: 65.20min
[RecEraser] START training sub-model 2, current time: 79.95min.
RecEraser Sub-model 2, Epoch [1/2000], Runs: 435, Loss: 0.2600, UL AUC: 0.5142, ACC AUC: 0.6189, ACC NDCG@20: 0.0331, Sub_model training time: 0.21min
RecEraser Sub-model 2, Epoch [2/2000], Runs: 435, Loss: 0.0893, UL AUC: 0.5122, ACC AUC: 0.6261, ACC NDCG@20: 0.0362, Sub_model training time: 0.41min
RecEraser Sub-model 2, Epoch [3/2000], Runs: 435, Loss: 0.0707, UL AUC: 0.5122, ACC AUC: 0.6299, ACC NDCG@20: 0.0380, Sub_model training time: 0.61min
RecEraser Sub-model 2, Epoch [4/2000], Runs: 435, Loss: 0.0633, UL AUC: 0.5124, ACC AUC: 0.6331, ACC NDCG@20: 0.0393, Sub_model training time: 0.82min
RecEraser Sub-model 2, Epoch [5/2000], Runs: 435, Loss: 0.0559, UL AUC: 0.5125, ACC AUC: 0.6359, ACC NDCG@20: 0.0401, Sub_model training time: 1.02min
RecEraser Sub-model 2, Epoch [6/2000], Runs: 435, Loss: 0.0529, UL AUC: 0.5131, ACC AUC: 0.6380, ACC NDCG@20: 0.0414, Sub_model training time: 1.23min
RecEraser Sub-model 2, Epoch [7/2000], Runs: 435, Loss: 0.0478, UL AUC: 0.5136, ACC AUC: 0.6402, ACC NDCG@20: 0.0418, Sub_model training time: 1.43min
RecEraser Sub-model 2, Epoch [8/2000], Runs: 435, Loss: 0.0452, UL AUC: 0.5141, ACC AUC: 0.6419, ACC NDCG@20: 0.0425, Sub_model training time: 1.63min
RecEraser Sub-model 2, Epoch [9/2000], Runs: 435, Loss: 0.0427, UL AUC: 0.5144, ACC AUC: 0.6437, ACC NDCG@20: 0.0432, Sub_model training time: 1.84min
RecEraser Sub-model 2, Epoch [10/2000], Runs: 435, Loss: 0.0410, UL AUC: 0.5145, ACC AUC: 0.6451, ACC NDCG@20: 0.0435, Sub_model training time: 2.04min
RecEraser Sub-model 2, Epoch [11/2000], Runs: 435, Loss: 0.0379, UL AUC: 0.5150, ACC AUC: 0.6465, ACC NDCG@20: 0.0441, Sub_model training time: 2.24min
RecEraser Sub-model 2, Epoch [12/2000], Runs: 435, Loss: 0.0364, UL AUC: 0.5156, ACC AUC: 0.6477, ACC NDCG@20: 0.0445, Sub_model training time: 2.45min
RecEraser Sub-model 2, Epoch [13/2000], Runs: 435, Loss: 0.0343, UL AUC: 0.5158, ACC AUC: 0.6490, ACC NDCG@20: 0.0447, Sub_model training time: 2.65min
RecEraser Sub-model 2, Epoch [14/2000], Runs: 435, Loss: 0.0331, UL AUC: 0.5158, ACC AUC: 0.6499, ACC NDCG@20: 0.0451, Sub_model training time: 2.86min
RecEraser Sub-model 2, Epoch [15/2000], Runs: 435, Loss: 0.0325, UL AUC: 0.5164, ACC AUC: 0.6508, ACC NDCG@20: 0.0452, Sub_model training time: 3.06min
RecEraser Sub-model 2, Epoch [16/2000], Runs: 435, Loss: 0.0304, UL AUC: 0.5164, ACC AUC: 0.6518, ACC NDCG@20: 0.0457, Sub_model training time: 3.27min
RecEraser Sub-model 2, Epoch [17/2000], Runs: 435, Loss: 0.0296, UL AUC: 0.5174, ACC AUC: 0.6526, ACC NDCG@20: 0.0458, Sub_model training time: 3.47min
RecEraser Sub-model 2, Epoch [18/2000], Runs: 435, Loss: 0.0283, UL AUC: 0.5178, ACC AUC: 0.6533, ACC NDCG@20: 0.0459, Sub_model training time: 3.67min
RecEraser Sub-model 2, Epoch [19/2000], Runs: 435, Loss: 0.0280, UL AUC: 0.5180, ACC AUC: 0.6542, ACC NDCG@20: 0.0461, Sub_model training time: 3.87min
RecEraser Sub-model 2, Epoch [20/2000], Runs: 435, Loss: 0.0273, UL AUC: 0.5183, ACC AUC: 0.6549, ACC NDCG@20: 0.0465, Sub_model training time: 4.08min
RecEraser Sub-model 2, Epoch [21/2000], Runs: 435, Loss: 0.0258, UL AUC: 0.5182, ACC AUC: 0.6557, ACC NDCG@20: 0.0470, Sub_model training time: 4.28min
RecEraser Sub-model 2, Epoch [22/2000], Runs: 435, Loss: 0.0252, UL AUC: 0.5184, ACC AUC: 0.6564, ACC NDCG@20: 0.0472, Sub_model training time: 4.48min
RecEraser Sub-model 2, Epoch [23/2000], Runs: 435, Loss: 0.0248, UL AUC: 0.5186, ACC AUC: 0.6567, ACC NDCG@20: 0.0473, Sub_model training time: 4.68min
RecEraser Sub-model 2, Epoch [24/2000], Runs: 435, Loss: 0.0245, UL AUC: 0.5189, ACC AUC: 0.6567, ACC NDCG@20: 0.0471, Sub_model training time: 4.89min
RecEraser Sub-model 2, Epoch [25/2000], Runs: 435, Loss: 0.0235, UL AUC: 0.5189, ACC AUC: 0.6573, ACC NDCG@20: 0.0471, Sub_model training time: 5.09min
RecEraser Sub-model 2, Epoch [26/2000], Runs: 435, Loss: 0.0231, UL AUC: 0.5197, ACC AUC: 0.6577, ACC NDCG@20: 0.0470, Sub_model training time: 5.29min
RecEraser Sub-model 2, Epoch [27/2000], Runs: 435, Loss: 0.0229, UL AUC: 0.5198, ACC AUC: 0.6582, ACC NDCG@20: 0.0476, Sub_model training time: 5.50min
RecEraser Sub-model 2, Epoch [28/2000], Runs: 435, Loss: 0.0222, UL AUC: 0.5202, ACC AUC: 0.6588, ACC NDCG@20: 0.0481, Sub_model training time: 5.70min
RecEraser Sub-model 2, Epoch [29/2000], Runs: 435, Loss: 0.0213, UL AUC: 0.5200, ACC AUC: 0.6593, ACC NDCG@20: 0.0485, Sub_model training time: 5.91min
RecEraser Sub-model 2, Epoch [30/2000], Runs: 435, Loss: 0.0215, UL AUC: 0.5208, ACC AUC: 0.6588, ACC NDCG@20: 0.0482, Sub_model training time: 6.11min
RecEraser Sub-model 2, Epoch [31/2000], Runs: 435, Loss: 0.0209, UL AUC: 0.5219, ACC AUC: 0.6587, ACC NDCG@20: 0.0481, Sub_model training time: 6.31min
RecEraser Sub-model 2, Epoch [32/2000], Runs: 435, Loss: 0.0200, UL AUC: 0.5223, ACC AUC: 0.6589, ACC NDCG@20: 0.0483, Sub_model training time: 6.52min
RecEraser Sub-model 2, Epoch [33/2000], Runs: 435, Loss: 0.0198, UL AUC: 0.5227, ACC AUC: 0.6593, ACC NDCG@20: 0.0485, Sub_model training time: 6.71min
RecEraser Sub-model 2, Epoch [34/2000], Runs: 435, Loss: 0.0201, UL AUC: 0.5238, ACC AUC: 0.6590, ACC NDCG@20: 0.0484, Sub_model training time: 6.92min
RecEraser Sub-model 2, Epoch [35/2000], Runs: 435, Loss: 0.0195, UL AUC: 0.5236, ACC AUC: 0.6596, ACC NDCG@20: 0.0488, Sub_model training time: 7.12min
RecEraser Sub-model 2, Epoch [36/2000], Runs: 435, Loss: 0.0192, UL AUC: 0.5238, ACC AUC: 0.6589, ACC NDCG@20: 0.0482, Sub_model training time: 7.32min
RecEraser Sub-model 2, Epoch [37/2000], Runs: 435, Loss: 0.0190, UL AUC: 0.5234, ACC AUC: 0.6590, ACC NDCG@20: 0.0488, Sub_model training time: 7.53min
RecEraser Sub-model 2, Epoch [38/2000], Runs: 435, Loss: 0.0181, UL AUC: 0.5243, ACC AUC: 0.6595, ACC NDCG@20: 0.0486, Sub_model training time: 7.73min
RecEraser Sub-model 2, Epoch [39/2000], Runs: 435, Loss: 0.0182, UL AUC: 0.5250, ACC AUC: 0.6587, ACC NDCG@20: 0.0486, Sub_model training time: 7.93min
RecEraser Sub-model 2, Epoch [40/2000], Runs: 435, Loss: 0.0182, UL AUC: 0.5249, ACC AUC: 0.6589, ACC NDCG@20: 0.0488, Sub_model training time: 8.14min
RecEraser Sub-model 2, Epoch [41/2000], Runs: 435, Loss: 0.0181, UL AUC: 0.5255, ACC AUC: 0.6593, ACC NDCG@20: 0.0490, Sub_model training time: 8.33min
RecEraser Sub-model 2, Epoch [42/2000], Runs: 435, Loss: 0.0179, UL AUC: 0.5251, ACC AUC: 0.6591, ACC NDCG@20: 0.0492, Sub_model training time: 8.54min
RecEraser Sub-model 2, Epoch [43/2000], Runs: 435, Loss: 0.0176, UL AUC: 0.5251, ACC AUC: 0.6590, ACC NDCG@20: 0.0491, Sub_model training time: 8.74min
RecEraser Sub-model 2, Epoch [44/2000], Runs: 435, Loss: 0.0175, UL AUC: 0.5258, ACC AUC: 0.6585, ACC NDCG@20: 0.0485, Sub_model training time: 8.95min
RecEraser Sub-model 2, Epoch [45/2000], Runs: 435, Loss: 0.0172, UL AUC: 0.5249, ACC AUC: 0.6581, ACC NDCG@20: 0.0491, Sub_model training time: 9.15min
RecEraser Sub-model 2, Epoch [46/2000], Runs: 435, Loss: 0.0170, UL AUC: 0.5252, ACC AUC: 0.6575, ACC NDCG@20: 0.0494, Sub_model training time: 9.35min
RecEraser Sub-model 2, Epoch [47/2000], Runs: 435, Loss: 0.0169, UL AUC: 0.5253, ACC AUC: 0.6576, ACC NDCG@20: 0.0494, Sub_model training time: 9.56min
RecEraser Sub-model 2, Epoch [48/2000], Runs: 435, Loss: 0.0168, UL AUC: 0.5246, ACC AUC: 0.6570, ACC NDCG@20: 0.0495, Sub_model training time: 9.77min
RecEraser Sub-model 2, Epoch [49/2000], Runs: 435, Loss: 0.0169, UL AUC: 0.5249, ACC AUC: 0.6565, ACC NDCG@20: 0.0493, Sub_model training time: 9.97min
RecEraser Sub-model 2, Epoch [50/2000], Runs: 435, Loss: 0.0167, UL AUC: 0.5262, ACC AUC: 0.6563, ACC NDCG@20: 0.0495, Sub_model training time: 10.18min
RecEraser Sub-model 2, Epoch [51/2000], Runs: 435, Loss: 0.0162, UL AUC: 0.5267, ACC AUC: 0.6564, ACC NDCG@20: 0.0499, Sub_model training time: 10.38min
RecEraser Sub-model 2, Epoch [52/2000], Runs: 435, Loss: 0.0158, UL AUC: 0.5279, ACC AUC: 0.6562, ACC NDCG@20: 0.0496, Sub_model training time: 10.59min
RecEraser Sub-model 2, Epoch [53/2000], Runs: 435, Loss: 0.0161, UL AUC: 0.5267, ACC AUC: 0.6563, ACC NDCG@20: 0.0499, Sub_model training time: 10.78min
RecEraser Sub-model 2, Epoch [54/2000], Runs: 435, Loss: 0.0159, UL AUC: 0.5260, ACC AUC: 0.6557, ACC NDCG@20: 0.0494, Sub_model training time: 10.99min
RecEraser Sub-model 2, Epoch [55/2000], Runs: 435, Loss: 0.0155, UL AUC: 0.5261, ACC AUC: 0.6560, ACC NDCG@20: 0.0497, Sub_model training time: 11.19min
RecEraser Sub-model 2, Epoch [56/2000], Runs: 435, Loss: 0.0157, UL AUC: 0.5268, ACC AUC: 0.6557, ACC NDCG@20: 0.0500, Sub_model training time: 11.39min
RecEraser Sub-model 2, Epoch [57/2000], Runs: 435, Loss: 0.0151, UL AUC: 0.5272, ACC AUC: 0.6555, ACC NDCG@20: 0.0497, Sub_model training time: 11.60min
RecEraser Sub-model 2, Epoch [58/2000], Runs: 435, Loss: 0.0156, UL AUC: 0.5272, ACC AUC: 0.6555, ACC NDCG@20: 0.0501, Sub_model training time: 11.81min
RecEraser Sub-model 2, Epoch [59/2000], Runs: 435, Loss: 0.0155, UL AUC: 0.5275, ACC AUC: 0.6553, ACC NDCG@20: 0.0498, Sub_model training time: 12.02min
RecEraser Sub-model 2, Epoch [60/2000], Runs: 435, Loss: 0.0154, UL AUC: 0.5265, ACC AUC: 0.6556, ACC NDCG@20: 0.0502, Sub_model training time: 12.23min
RecEraser Sub-model 2, Epoch [61/2000], Runs: 435, Loss: 0.0151, UL AUC: 0.5279, ACC AUC: 0.6554, ACC NDCG@20: 0.0505, Sub_model training time: 12.44min
RecEraser Sub-model 2, Epoch [62/2000], Runs: 435, Loss: 0.0151, UL AUC: 0.5285, ACC AUC: 0.6549, ACC NDCG@20: 0.0501, Sub_model training time: 12.65min
RecEraser Sub-model 2, Epoch [63/2000], Runs: 435, Loss: 0.0150, UL AUC: 0.5283, ACC AUC: 0.6546, ACC NDCG@20: 0.0500, Sub_model training time: 12.86min
RecEraser Sub-model 2, Epoch [64/2000], Runs: 435, Loss: 0.0149, UL AUC: 0.5278, ACC AUC: 0.6551, ACC NDCG@20: 0.0500, Sub_model training time: 13.07min
RecEraser Sub-model 2, Epoch [65/2000], Runs: 435, Loss: 0.0146, UL AUC: 0.5276, ACC AUC: 0.6549, ACC NDCG@20: 0.0501, Sub_model training time: 13.28min
RecEraser Sub-model 2, Epoch [66/2000], Runs: 435, Loss: 0.0147, UL AUC: 0.5274, ACC AUC: 0.6544, ACC NDCG@20: 0.0496, Sub_model training time: 13.49min
RecEraser Sub-model 2, Epoch [67/2000], Runs: 435, Loss: 0.0146, UL AUC: 0.5281, ACC AUC: 0.6545, ACC NDCG@20: 0.0498, Sub_model training time: 13.69min
RecEraser Sub-model 2, Epoch [68/2000], Runs: 435, Loss: 0.0144, UL AUC: 0.5289, ACC AUC: 0.6552, ACC NDCG@20: 0.0502, Sub_model training time: 13.90min
RecEraser Sub-model 2, Epoch [69/2000], Runs: 435, Loss: 0.0144, UL AUC: 0.5286, ACC AUC: 0.6552, ACC NDCG@20: 0.0501, Sub_model training time: 14.11min
RecEraser Sub-model 2, Epoch [70/2000], Runs: 435, Loss: 0.0144, UL AUC: 0.5292, ACC AUC: 0.6552, ACC NDCG@20: 0.0506, Sub_model training time: 14.31min
RecEraser Sub-model 2, Epoch [71/2000], Runs: 435, Loss: 0.0142, UL AUC: 0.5304, ACC AUC: 0.6549, ACC NDCG@20: 0.0503, Sub_model training time: 14.52min
RecEraser Sub-model 2, Epoch [72/2000], Runs: 435, Loss: 0.0139, UL AUC: 0.5298, ACC AUC: 0.6547, ACC NDCG@20: 0.0502, Sub_model training time: 14.72min
RecEraser Sub-model 2, Epoch [73/2000], Runs: 435, Loss: 0.0141, UL AUC: 0.5293, ACC AUC: 0.6543, ACC NDCG@20: 0.0502, Sub_model training time: 14.92min
RecEraser Sub-model 2, Epoch [74/2000], Runs: 435, Loss: 0.0141, UL AUC: 0.5292, ACC AUC: 0.6542, ACC NDCG@20: 0.0504, Sub_model training time: 15.13min
RecEraser Sub-model 2, Epoch [75/2000], Runs: 435, Loss: 0.0137, UL AUC: 0.5287, ACC AUC: 0.6552, ACC NDCG@20: 0.0514, Sub_model training time: 15.33min
RecEraser Sub-model 2, Epoch [76/2000], Runs: 435, Loss: 0.0138, UL AUC: 0.5281, ACC AUC: 0.6551, ACC NDCG@20: 0.0511, Sub_model training time: 15.54min
RecEraser Sub-model 2, Epoch [77/2000], Runs: 435, Loss: 0.0140, UL AUC: 0.5284, ACC AUC: 0.6553, ACC NDCG@20: 0.0511, Sub_model training time: 15.74min
RecEraser Sub-model 2, Epoch [78/2000], Runs: 435, Loss: 0.0138, UL AUC: 0.5288, ACC AUC: 0.6545, ACC NDCG@20: 0.0510, Sub_model training time: 15.94min
RecEraser Sub-model 2, Epoch [79/2000], Runs: 435, Loss: 0.0140, UL AUC: 0.5301, ACC AUC: 0.6544, ACC NDCG@20: 0.0508, Sub_model training time: 16.15min
RecEraser Sub-model 2, Epoch [80/2000], Runs: 435, Loss: 0.0136, UL AUC: 0.5291, ACC AUC: 0.6549, ACC NDCG@20: 0.0511, Sub_model training time: 16.36min
RecEraser Sub-model 2, Epoch [81/2000], Runs: 435, Loss: 0.0137, UL AUC: 0.5287, ACC AUC: 0.6550, ACC NDCG@20: 0.0508, Sub_model training time: 16.57min
RecEraser Sub-model 2, Epoch [82/2000], Runs: 435, Loss: 0.0136, UL AUC: 0.5298, ACC AUC: 0.6545, ACC NDCG@20: 0.0510, Sub_model training time: 16.77min
RecEraser Sub-model 2, Epoch [83/2000], Runs: 435, Loss: 0.0136, UL AUC: 0.5305, ACC AUC: 0.6549, ACC NDCG@20: 0.0511, Sub_model training time: 16.97min
RecEraser Sub-model 2, Epoch [84/2000], Runs: 435, Loss: 0.0134, UL AUC: 0.5304, ACC AUC: 0.6547, ACC NDCG@20: 0.0513, Sub_model training time: 17.18min
RecEraser Sub-model 2, Epoch [85/2000], Runs: 435, Loss: 0.0134, UL AUC: 0.5298, ACC AUC: 0.6542, ACC NDCG@20: 0.0515, Sub_model training time: 17.39min
RecEraser Sub-model 2, Epoch [86/2000], Runs: 435, Loss: 0.0132, UL AUC: 0.5290, ACC AUC: 0.6546, ACC NDCG@20: 0.0514, Sub_model training time: 17.59min
RecEraser Sub-model 2, Epoch [87/2000], Runs: 435, Loss: 0.0131, UL AUC: 0.5278, ACC AUC: 0.6543, ACC NDCG@20: 0.0515, Sub_model training time: 17.79min
RecEraser Sub-model 2, Epoch [88/2000], Runs: 435, Loss: 0.0135, UL AUC: 0.5284, ACC AUC: 0.6545, ACC NDCG@20: 0.0512, Sub_model training time: 18.00min
RecEraser Sub-model 2, Epoch [89/2000], Runs: 435, Loss: 0.0133, UL AUC: 0.5273, ACC AUC: 0.6543, ACC NDCG@20: 0.0514, Sub_model training time: 18.20min
RecEraser Sub-model 2, Epoch [90/2000], Runs: 435, Loss: 0.0128, UL AUC: 0.5265, ACC AUC: 0.6546, ACC NDCG@20: 0.0513, Sub_model training time: 18.41min
RecEraser Sub-model 2, Epoch [91/2000], Runs: 435, Loss: 0.0129, UL AUC: 0.5277, ACC AUC: 0.6548, ACC NDCG@20: 0.0515, Sub_model training time: 18.61min
RecEraser Sub-model 2, Epoch [92/2000], Runs: 435, Loss: 0.0130, UL AUC: 0.5275, ACC AUC: 0.6551, ACC NDCG@20: 0.0516, Sub_model training time: 18.82min
RecEraser Sub-model 2, Epoch [93/2000], Runs: 435, Loss: 0.0131, UL AUC: 0.5278, ACC AUC: 0.6548, ACC NDCG@20: 0.0518, Sub_model training time: 19.02min
RecEraser Sub-model 2, Epoch [94/2000], Runs: 435, Loss: 0.0130, UL AUC: 0.5285, ACC AUC: 0.6546, ACC NDCG@20: 0.0516, Sub_model training time: 19.23min
RecEraser Sub-model 2, Epoch [95/2000], Runs: 435, Loss: 0.0130, UL AUC: 0.5285, ACC AUC: 0.6549, ACC NDCG@20: 0.0517, Sub_model training time: 19.43min
RecEraser Sub-model 2, Epoch [96/2000], Runs: 435, Loss: 0.0127, UL AUC: 0.5295, ACC AUC: 0.6543, ACC NDCG@20: 0.0513, Sub_model training time: 19.64min
RecEraser Sub-model 2, Epoch [97/2000], Runs: 435, Loss: 0.0128, UL AUC: 0.5293, ACC AUC: 0.6545, ACC NDCG@20: 0.0515, Sub_model training time: 19.85min
RecEraser Sub-model 2, Epoch [98/2000], Runs: 435, Loss: 0.0127, UL AUC: 0.5282, ACC AUC: 0.6541, ACC NDCG@20: 0.0518, Sub_model training time: 20.06min
RecEraser Sub-model 2, Epoch [99/2000], Runs: 435, Loss: 0.0129, UL AUC: 0.5295, ACC AUC: 0.6537, ACC NDCG@20: 0.0513, Sub_model training time: 20.27min
RecEraser Sub-model 2, Epoch [100/2000], Runs: 435, Loss: 0.0132, UL AUC: 0.5276, ACC AUC: 0.6549, ACC NDCG@20: 0.0511, Sub_model training time: 20.48min
RecEraser Sub-model 2, Epoch [101/2000], Runs: 435, Loss: 0.0127, UL AUC: 0.5283, ACC AUC: 0.6544, ACC NDCG@20: 0.0510, Sub_model training time: 20.69min
RecEraser Sub-model 2, Epoch [102/2000], Runs: 435, Loss: 0.0127, UL AUC: 0.5287, ACC AUC: 0.6544, ACC NDCG@20: 0.0512, Sub_model training time: 20.90min
RecEraser Sub-model 2, Epoch [103/2000], Runs: 435, Loss: 0.0125, UL AUC: 0.5298, ACC AUC: 0.6544, ACC NDCG@20: 0.0515, Sub_model training time: 21.11min
RecEraser Sub-model 2, Epoch [104/2000], Runs: 435, Loss: 0.0124, UL AUC: 0.5303, ACC AUC: 0.6547, ACC NDCG@20: 0.0514, Sub_model training time: 21.32min
RecEraser Sub-model 2, Epoch [105/2000], Runs: 435, Loss: 0.0125, UL AUC: 0.5304, ACC AUC: 0.6541, ACC NDCG@20: 0.0515, Sub_model training time: 21.52min
RecEraser Sub-model 2, Epoch [106/2000], Runs: 435, Loss: 0.0127, UL AUC: 0.5296, ACC AUC: 0.6541, ACC NDCG@20: 0.0517, Sub_model training time: 21.72min
RecEraser Sub-model 2, Epoch [107/2000], Runs: 435, Loss: 0.0123, UL AUC: 0.5301, ACC AUC: 0.6543, ACC NDCG@20: 0.0519, Sub_model training time: 21.93min
RecEraser Sub-model 2, Epoch [108/2000], Runs: 435, Loss: 0.0123, UL AUC: 0.5307, ACC AUC: 0.6544, ACC NDCG@20: 0.0517, Sub_model training time: 22.13min
RecEraser Sub-model 2, Epoch [109/2000], Runs: 435, Loss: 0.0121, UL AUC: 0.5293, ACC AUC: 0.6543, ACC NDCG@20: 0.0521, Sub_model training time: 22.34min
RecEraser Sub-model 2, Epoch [110/2000], Runs: 435, Loss: 0.0127, UL AUC: 0.5282, ACC AUC: 0.6541, ACC NDCG@20: 0.0515, Sub_model training time: 22.54min
RecEraser Sub-model 2, Epoch [111/2000], Runs: 435, Loss: 0.0125, UL AUC: 0.5283, ACC AUC: 0.6550, ACC NDCG@20: 0.0517, Sub_model training time: 22.75min
RecEraser Sub-model 2, Epoch [112/2000], Runs: 435, Loss: 0.0125, UL AUC: 0.5285, ACC AUC: 0.6544, ACC NDCG@20: 0.0512, Sub_model training time: 22.95min
RecEraser Sub-model 2, Epoch [113/2000], Runs: 435, Loss: 0.0123, UL AUC: 0.5279, ACC AUC: 0.6541, ACC NDCG@20: 0.0513, Sub_model training time: 23.16min
RecEraser Sub-model 2, Epoch [114/2000], Runs: 435, Loss: 0.0124, UL AUC: 0.5286, ACC AUC: 0.6541, ACC NDCG@20: 0.0509, Sub_model training time: 23.36min
RecEraser Sub-model 2, Epoch [115/2000], Runs: 435, Loss: 0.0119, UL AUC: 0.5285, ACC AUC: 0.6543, ACC NDCG@20: 0.0519, Sub_model training time: 23.57min
RecEraser Sub-model 2, Epoch [116/2000], Runs: 435, Loss: 0.0121, UL AUC: 0.5295, ACC AUC: 0.6545, ACC NDCG@20: 0.0520, Sub_model training time: 23.77min
RecEraser Sub-model 2, Epoch [117/2000], Runs: 435, Loss: 0.0122, UL AUC: 0.5289, ACC AUC: 0.6547, ACC NDCG@20: 0.0521, Sub_model training time: 23.98min
RecEraser Sub-model 2, Epoch [118/2000], Runs: 435, Loss: 0.0122, UL AUC: 0.5284, ACC AUC: 0.6541, ACC NDCG@20: 0.0519, Sub_model training time: 24.18min
RecEraser Sub-model 2, Epoch [119/2000], Runs: 435, Loss: 0.0123, UL AUC: 0.5287, ACC AUC: 0.6541, ACC NDCG@20: 0.0518, Sub_model training time: 24.39min
RecEraser Sub-model 2, Epoch [120/2000], Runs: 435, Loss: 0.0122, UL AUC: 0.5277, ACC AUC: 0.6530, ACC NDCG@20: 0.0518, Sub_model training time: 24.59min
RecEraser Sub-model 2, Epoch [121/2000], Runs: 435, Loss: 0.0124, UL AUC: 0.5267, ACC AUC: 0.6535, ACC NDCG@20: 0.0522, Sub_model training time: 24.79min
RecEraser Sub-model 2, Epoch [122/2000], Runs: 435, Loss: 0.0121, UL AUC: 0.5284, ACC AUC: 0.6533, ACC NDCG@20: 0.0519, Sub_model training time: 25.00min
RecEraser Sub-model 2, Epoch [123/2000], Runs: 435, Loss: 0.0120, UL AUC: 0.5265, ACC AUC: 0.6538, ACC NDCG@20: 0.0521, Sub_model training time: 25.21min
RecEraser Sub-model 2, Epoch [124/2000], Runs: 435, Loss: 0.0122, UL AUC: 0.5268, ACC AUC: 0.6536, ACC NDCG@20: 0.0522, Sub_model training time: 25.42min
RecEraser Sub-model 2, Epoch [125/2000], Runs: 435, Loss: 0.0120, UL AUC: 0.5271, ACC AUC: 0.6541, ACC NDCG@20: 0.0527, Sub_model training time: 25.62min
RecEraser Sub-model 2, Epoch [126/2000], Runs: 435, Loss: 0.0120, UL AUC: 0.5272, ACC AUC: 0.6539, ACC NDCG@20: 0.0523, Sub_model training time: 25.80min
RecEraser Sub-model 2, Epoch [127/2000], Runs: 435, Loss: 0.0120, UL AUC: 0.5275, ACC AUC: 0.6543, ACC NDCG@20: 0.0525, Sub_model training time: 26.01min
RecEraser Sub-model 2, Epoch [128/2000], Runs: 435, Loss: 0.0120, UL AUC: 0.5266, ACC AUC: 0.6543, ACC NDCG@20: 0.0526, Sub_model training time: 26.22min
RecEraser Sub-model 2, Epoch [129/2000], Runs: 435, Loss: 0.0121, UL AUC: 0.5270, ACC AUC: 0.6538, ACC NDCG@20: 0.0523, Sub_model training time: 26.42min
RecEraser Sub-model 2, Epoch [130/2000], Runs: 435, Loss: 0.0120, UL AUC: 0.5276, ACC AUC: 0.6541, ACC NDCG@20: 0.0521, Sub_model training time: 26.63min
RecEraser Sub-model 2, Epoch [131/2000], Runs: 435, Loss: 0.0121, UL AUC: 0.5275, ACC AUC: 0.6537, ACC NDCG@20: 0.0521, Sub_model training time: 26.84min
RecEraser Sub-model 2, Epoch [132/2000], Runs: 435, Loss: 0.0120, UL AUC: 0.5270, ACC AUC: 0.6534, ACC NDCG@20: 0.0519, Sub_model training time: 27.04min
RecEraser Sub-model 2, Epoch [133/2000], Runs: 435, Loss: 0.0117, UL AUC: 0.5267, ACC AUC: 0.6536, ACC NDCG@20: 0.0518, Sub_model training time: 27.25min
RecEraser Sub-model 2, Epoch [134/2000], Runs: 435, Loss: 0.0119, UL AUC: 0.5272, ACC AUC: 0.6545, ACC NDCG@20: 0.0526, Sub_model training time: 27.45min
RecEraser Sub-model 2, Epoch [135/2000], Runs: 435, Loss: 0.0120, UL AUC: 0.5272, ACC AUC: 0.6542, ACC NDCG@20: 0.0522, Sub_model training time: 27.66min
RecEraser Sub-model 2, Epoch [136/2000], Runs: 435, Loss: 0.0120, UL AUC: 0.5274, ACC AUC: 0.6539, ACC NDCG@20: 0.0519, Sub_model training time: 27.87min
RecEraser Sub-model 2, Epoch [137/2000], Runs: 435, Loss: 0.0118, UL AUC: 0.5284, ACC AUC: 0.6540, ACC NDCG@20: 0.0518, Sub_model training time: 28.07min
RecEraser Sub-model 2, Epoch [138/2000], Runs: 435, Loss: 0.0118, UL AUC: 0.5288, ACC AUC: 0.6540, ACC NDCG@20: 0.0517, Sub_model training time: 28.28min
RecEraser Sub-model 2, Epoch [139/2000], Runs: 435, Loss: 0.0119, UL AUC: 0.5303, ACC AUC: 0.6543, ACC NDCG@20: 0.0519, Sub_model training time: 28.49min
RecEraser Sub-model 2, Epoch [140/2000], Runs: 435, Loss: 0.0119, UL AUC: 0.5297, ACC AUC: 0.6550, ACC NDCG@20: 0.0525, Sub_model training time: 28.69min
RecEraser Sub-model 2, Epoch [141/2000], Runs: 435, Loss: 0.0119, UL AUC: 0.5293, ACC AUC: 0.6546, ACC NDCG@20: 0.0524, Sub_model training time: 28.90min
RecEraser Sub-model 2, Epoch [142/2000], Runs: 435, Loss: 0.0117, UL AUC: 0.5295, ACC AUC: 0.6539, ACC NDCG@20: 0.0519, Sub_model training time: 29.11min
RecEraser Sub-model 2, Epoch [143/2000], Runs: 435, Loss: 0.0117, UL AUC: 0.5302, ACC AUC: 0.6540, ACC NDCG@20: 0.0520, Sub_model training time: 29.32min
RecEraser Sub-model 2, Epoch [144/2000], Runs: 435, Loss: 0.0114, UL AUC: 0.5298, ACC AUC: 0.6547, ACC NDCG@20: 0.0529, Sub_model training time: 29.53min
RecEraser Sub-model 2, Epoch [145/2000], Runs: 435, Loss: 0.0115, UL AUC: 0.5291, ACC AUC: 0.6543, ACC NDCG@20: 0.0523, Sub_model training time: 29.73min
RecEraser Sub-model 2, Epoch [146/2000], Runs: 435, Loss: 0.0116, UL AUC: 0.5284, ACC AUC: 0.6545, ACC NDCG@20: 0.0521, Sub_model training time: 29.94min
RecEraser Sub-model 2, Epoch [147/2000], Runs: 435, Loss: 0.0118, UL AUC: 0.5283, ACC AUC: 0.6547, ACC NDCG@20: 0.0521, Sub_model training time: 30.15min
RecEraser Sub-model 2, Epoch [148/2000], Runs: 435, Loss: 0.0118, UL AUC: 0.5277, ACC AUC: 0.6537, ACC NDCG@20: 0.0520, Sub_model training time: 30.36min
RecEraser Sub-model 2, Epoch [149/2000], Runs: 435, Loss: 0.0119, UL AUC: 0.5279, ACC AUC: 0.6537, ACC NDCG@20: 0.0520, Sub_model training time: 30.56min
RecEraser Sub-model 2, Epoch [150/2000], Runs: 435, Loss: 0.0120, UL AUC: 0.5289, ACC AUC: 0.6539, ACC NDCG@20: 0.0523, Sub_model training time: 30.76min
RecEraser Sub-model 2, Epoch [151/2000], Runs: 435, Loss: 0.0115, UL AUC: 0.5296, ACC AUC: 0.6540, ACC NDCG@20: 0.0522, Sub_model training time: 30.95min
RecEraser Sub-model 2, Epoch [152/2000], Runs: 435, Loss: 0.0118, UL AUC: 0.5295, ACC AUC: 0.6540, ACC NDCG@20: 0.0521, Sub_model training time: 31.15min
RecEraser Sub-model 2, Epoch [153/2000], Runs: 435, Loss: 0.0117, UL AUC: 0.5286, ACC AUC: 0.6541, ACC NDCG@20: 0.0524, Sub_model training time: 31.36min
RecEraser Sub-model 2, Epoch [154/2000], Runs: 435, Loss: 0.0116, UL AUC: 0.5296, ACC AUC: 0.6537, ACC NDCG@20: 0.0524, Sub_model training time: 31.57min
RecEraser Sub-model 2, Epoch [155/2000], Runs: 435, Loss: 0.0116, UL AUC: 0.5287, ACC AUC: 0.6544, ACC NDCG@20: 0.0527, Sub_model training time: 31.77min
RecEraser Sub-model 2, Epoch [156/2000], Runs: 435, Loss: 0.0118, UL AUC: 0.5302, ACC AUC: 0.6545, ACC NDCG@20: 0.0522, Sub_model training time: 31.98min
RecEraser Sub-model 2, Epoch [157/2000], Runs: 435, Loss: 0.0119, UL AUC: 0.5300, ACC AUC: 0.6543, ACC NDCG@20: 0.0521, Sub_model training time: 32.19min
RecEraser Sub-model 2, Epoch [158/2000], Runs: 435, Loss: 0.0117, UL AUC: 0.5310, ACC AUC: 0.6549, ACC NDCG@20: 0.0526, Sub_model training time: 32.40min
RecEraser Sub-model 2, Epoch [159/2000], Runs: 435, Loss: 0.0115, UL AUC: 0.5315, ACC AUC: 0.6548, ACC NDCG@20: 0.0527, Sub_model training time: 32.61min
RecEraser Sub-model 2, Epoch [160/2000], Runs: 435, Loss: 0.0117, UL AUC: 0.5294, ACC AUC: 0.6539, ACC NDCG@20: 0.0526, Sub_model training time: 32.82min
RecEraser Sub-model 2, Epoch [161/2000], Runs: 435, Loss: 0.0116, UL AUC: 0.5293, ACC AUC: 0.6534, ACC NDCG@20: 0.0525, Sub_model training time: 33.02min
RecEraser Sub-model 2, Epoch [162/2000], Runs: 435, Loss: 0.0118, UL AUC: 0.5294, ACC AUC: 0.6538, ACC NDCG@20: 0.0528, Sub_model training time: 33.23min
RecEraser Sub-model 2, Epoch [163/2000], Runs: 435, Loss: 0.0115, UL AUC: 0.5300, ACC AUC: 0.6542, ACC NDCG@20: 0.0529, Sub_model training time: 33.43min
RecEraser Sub-model 2, Epoch [164/2000], Runs: 435, Loss: 0.0116, UL AUC: 0.5300, ACC AUC: 0.6549, ACC NDCG@20: 0.0529, Sub_model training time: 33.64min
RecEraser Sub-model 2, Epoch [165/2000], Runs: 435, Loss: 0.0113, UL AUC: 0.5303, ACC AUC: 0.6544, ACC NDCG@20: 0.0529, Sub_model training time: 33.85min
RecEraser Sub-model 2, Epoch [166/2000], Runs: 435, Loss: 0.0116, UL AUC: 0.5287, ACC AUC: 0.6545, ACC NDCG@20: 0.0530, Sub_model training time: 34.06min
RecEraser Sub-model 2, Epoch [167/2000], Runs: 435, Loss: 0.0114, UL AUC: 0.5274, ACC AUC: 0.6540, ACC NDCG@20: 0.0529, Sub_model training time: 34.26min
RecEraser Sub-model 2, Epoch [168/2000], Runs: 435, Loss: 0.0114, UL AUC: 0.5278, ACC AUC: 0.6546, ACC NDCG@20: 0.0532, Sub_model training time: 34.47min
RecEraser Sub-model 2, Epoch [169/2000], Runs: 435, Loss: 0.0114, UL AUC: 0.5286, ACC AUC: 0.6540, ACC NDCG@20: 0.0531, Sub_model training time: 34.67min
RecEraser Sub-model 2, Epoch [170/2000], Runs: 435, Loss: 0.0117, UL AUC: 0.5284, ACC AUC: 0.6538, ACC NDCG@20: 0.0528, Sub_model training time: 34.89min
RecEraser Sub-model 2, Epoch [171/2000], Runs: 435, Loss: 0.0115, UL AUC: 0.5276, ACC AUC: 0.6541, ACC NDCG@20: 0.0529, Sub_model training time: 35.09min
RecEraser Sub-model 2, Epoch [172/2000], Runs: 435, Loss: 0.0117, UL AUC: 0.5284, ACC AUC: 0.6532, ACC NDCG@20: 0.0525, Sub_model training time: 35.30min
RecEraser Sub-model 2, Epoch [173/2000], Runs: 435, Loss: 0.0116, UL AUC: 0.5290, ACC AUC: 0.6534, ACC NDCG@20: 0.0519, Sub_model training time: 35.49min
RecEraser Sub-model 2, Epoch [174/2000], Runs: 435, Loss: 0.0116, UL AUC: 0.5298, ACC AUC: 0.6536, ACC NDCG@20: 0.0518, Sub_model training time: 35.69min
RecEraser Sub-model 2, Epoch [175/2000], Runs: 435, Loss: 0.0116, UL AUC: 0.5289, ACC AUC: 0.6533, ACC NDCG@20: 0.0525, Sub_model training time: 35.89min
RecEraser Sub-model 2, Epoch [176/2000], Runs: 435, Loss: 0.0117, UL AUC: 0.5280, ACC AUC: 0.6534, ACC NDCG@20: 0.0520, Sub_model training time: 36.10min
RecEraser Sub-model 2, Epoch [177/2000], Runs: 435, Loss: 0.0114, UL AUC: 0.5283, ACC AUC: 0.6542, ACC NDCG@20: 0.0526, Sub_model training time: 36.31min
RecEraser Sub-model 2, Epoch [178/2000], Runs: 435, Loss: 0.0117, UL AUC: 0.5294, ACC AUC: 0.6535, ACC NDCG@20: 0.0524, Sub_model training time: 36.52min
RecEraser Sub-model 2, Epoch [179/2000], Runs: 435, Loss: 0.0115, UL AUC: 0.5298, ACC AUC: 0.6540, ACC NDCG@20: 0.0525, Sub_model training time: 36.72min
RecEraser Sub-model 2, Epoch [180/2000], Runs: 435, Loss: 0.0117, UL AUC: 0.5301, ACC AUC: 0.6535, ACC NDCG@20: 0.0523, Sub_model training time: 36.93min
RecEraser Sub-model 2, Epoch [181/2000], Runs: 435, Loss: 0.0112, UL AUC: 0.5300, ACC AUC: 0.6536, ACC NDCG@20: 0.0526, Sub_model training time: 37.14min
RecEraser Sub-model 2, Epoch [182/2000], Runs: 435, Loss: 0.0115, UL AUC: 0.5321, ACC AUC: 0.6536, ACC NDCG@20: 0.0529, Sub_model training time: 37.34min
RecEraser Sub-model 2, Epoch [183/2000], Runs: 435, Loss: 0.0114, UL AUC: 0.5318, ACC AUC: 0.6533, ACC NDCG@20: 0.0521, Sub_model training time: 37.55min
RecEraser Sub-model 2, Epoch [184/2000], Runs: 435, Loss: 0.0114, UL AUC: 0.5305, ACC AUC: 0.6537, ACC NDCG@20: 0.0522, Sub_model training time: 37.75min
RecEraser Sub-model 2, Epoch [185/2000], Runs: 435, Loss: 0.0114, UL AUC: 0.5297, ACC AUC: 0.6534, ACC NDCG@20: 0.0521, Sub_model training time: 37.96min
RecEraser Sub-model 2, Epoch [186/2000], Runs: 435, Loss: 0.0115, UL AUC: 0.5291, ACC AUC: 0.6538, ACC NDCG@20: 0.0528, Sub_model training time: 38.16min
RecEraser Sub-model 2, Epoch [187/2000], Runs: 435, Loss: 0.0113, UL AUC: 0.5303, ACC AUC: 0.6537, ACC NDCG@20: 0.0526, Sub_model training time: 38.36min
RecEraser Sub-model 2, Epoch [188/2000], Runs: 435, Loss: 0.0113, UL AUC: 0.5306, ACC AUC: 0.6539, ACC NDCG@20: 0.0527, Sub_model training time: 38.57min
RecEraser Sub-model 2, Epoch [189/2000], Runs: 435, Loss: 0.0113, UL AUC: 0.5304, ACC AUC: 0.6541, ACC NDCG@20: 0.0528, Sub_model training time: 38.77min
RecEraser Sub-model 2, Epoch [190/2000], Runs: 435, Loss: 0.0112, UL AUC: 0.5309, ACC AUC: 0.6537, ACC NDCG@20: 0.0527, Sub_model training time: 38.97min
RecEraser Sub-model 2, Epoch [191/2000], Runs: 435, Loss: 0.0114, UL AUC: 0.5318, ACC AUC: 0.6539, ACC NDCG@20: 0.0528, Sub_model training time: 39.18min
RecEraser Sub-model 2, Epoch [192/2000], Runs: 435, Loss: 0.0115, UL AUC: 0.5318, ACC AUC: 0.6543, ACC NDCG@20: 0.0530, Sub_model training time: 39.38min
RecEraser Sub-model 2, Epoch [193/2000], Runs: 435, Loss: 0.0113, UL AUC: 0.5321, ACC AUC: 0.6543, ACC NDCG@20: 0.0523, Sub_model training time: 39.59min
RecEraser Sub-model 2, Epoch [194/2000], Runs: 435, Loss: 0.0112, UL AUC: 0.5309, ACC AUC: 0.6533, ACC NDCG@20: 0.0521, Sub_model training time: 39.79min
RecEraser Sub-model 2, Epoch [195/2000], Runs: 435, Loss: 0.0112, UL AUC: 0.5315, ACC AUC: 0.6541, ACC NDCG@20: 0.0527, Sub_model training time: 40.00min
RecEraser Sub-model 2, Epoch [196/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5314, ACC AUC: 0.6543, ACC NDCG@20: 0.0532, Sub_model training time: 40.20min
RecEraser Sub-model 2, Epoch [197/2000], Runs: 435, Loss: 0.0112, UL AUC: 0.5320, ACC AUC: 0.6541, ACC NDCG@20: 0.0529, Sub_model training time: 40.40min
RecEraser Sub-model 2, Epoch [198/2000], Runs: 435, Loss: 0.0114, UL AUC: 0.5307, ACC AUC: 0.6541, ACC NDCG@20: 0.0528, Sub_model training time: 40.60min
RecEraser Sub-model 2, Epoch [199/2000], Runs: 435, Loss: 0.0111, UL AUC: 0.5312, ACC AUC: 0.6541, ACC NDCG@20: 0.0529, Sub_model training time: 40.81min
RecEraser Sub-model 2, Epoch [200/2000], Runs: 435, Loss: 0.0115, UL AUC: 0.5305, ACC AUC: 0.6533, ACC NDCG@20: 0.0522, Sub_model training time: 41.02min
RecEraser Sub-model 2, Epoch [201/2000], Runs: 435, Loss: 0.0111, UL AUC: 0.5305, ACC AUC: 0.6533, ACC NDCG@20: 0.0522, Sub_model training time: 41.22min
RecEraser Sub-model 2, Epoch [202/2000], Runs: 435, Loss: 0.0114, UL AUC: 0.5303, ACC AUC: 0.6534, ACC NDCG@20: 0.0525, Sub_model training time: 41.43min
RecEraser Sub-model 2, Epoch [203/2000], Runs: 435, Loss: 0.0116, UL AUC: 0.5313, ACC AUC: 0.6535, ACC NDCG@20: 0.0524, Sub_model training time: 41.63min
RecEraser Sub-model 2, Epoch [204/2000], Runs: 435, Loss: 0.0113, UL AUC: 0.5318, ACC AUC: 0.6532, ACC NDCG@20: 0.0524, Sub_model training time: 41.84min
RecEraser Sub-model 2, Epoch [205/2000], Runs: 435, Loss: 0.0113, UL AUC: 0.5316, ACC AUC: 0.6533, ACC NDCG@20: 0.0523, Sub_model training time: 42.04min
RecEraser Sub-model 2, Epoch [206/2000], Runs: 435, Loss: 0.0114, UL AUC: 0.5308, ACC AUC: 0.6541, ACC NDCG@20: 0.0523, Sub_model training time: 42.24min
RecEraser Sub-model 2, Epoch [207/2000], Runs: 435, Loss: 0.0114, UL AUC: 0.5296, ACC AUC: 0.6537, ACC NDCG@20: 0.0520, Sub_model training time: 42.45min
RecEraser Sub-model 2, Epoch [208/2000], Runs: 435, Loss: 0.0113, UL AUC: 0.5293, ACC AUC: 0.6539, ACC NDCG@20: 0.0526, Sub_model training time: 42.66min
RecEraser Sub-model 2, Epoch [209/2000], Runs: 435, Loss: 0.0111, UL AUC: 0.5298, ACC AUC: 0.6540, ACC NDCG@20: 0.0525, Sub_model training time: 42.86min
RecEraser Sub-model 2, Epoch [210/2000], Runs: 435, Loss: 0.0111, UL AUC: 0.5298, ACC AUC: 0.6539, ACC NDCG@20: 0.0527, Sub_model training time: 43.07min
RecEraser Sub-model 2, Epoch [211/2000], Runs: 435, Loss: 0.0113, UL AUC: 0.5309, ACC AUC: 0.6539, ACC NDCG@20: 0.0525, Sub_model training time: 43.27min
RecEraser Sub-model 2, Epoch [212/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5311, ACC AUC: 0.6537, ACC NDCG@20: 0.0521, Sub_model training time: 43.48min
RecEraser Sub-model 2, Epoch [213/2000], Runs: 435, Loss: 0.0113, UL AUC: 0.5313, ACC AUC: 0.6536, ACC NDCG@20: 0.0523, Sub_model training time: 43.68min
RecEraser Sub-model 2, Epoch [214/2000], Runs: 435, Loss: 0.0114, UL AUC: 0.5320, ACC AUC: 0.6532, ACC NDCG@20: 0.0523, Sub_model training time: 43.89min
RecEraser Sub-model 2, Epoch [215/2000], Runs: 435, Loss: 0.0115, UL AUC: 0.5335, ACC AUC: 0.6537, ACC NDCG@20: 0.0524, Sub_model training time: 44.09min
RecEraser Sub-model 2, Epoch [216/2000], Runs: 435, Loss: 0.0112, UL AUC: 0.5329, ACC AUC: 0.6531, ACC NDCG@20: 0.0523, Sub_model training time: 44.30min
RecEraser Sub-model 2, Epoch [217/2000], Runs: 435, Loss: 0.0112, UL AUC: 0.5317, ACC AUC: 0.6534, ACC NDCG@20: 0.0526, Sub_model training time: 44.49min
RecEraser Sub-model 2, Epoch [218/2000], Runs: 435, Loss: 0.0113, UL AUC: 0.5307, ACC AUC: 0.6537, ACC NDCG@20: 0.0528, Sub_model training time: 44.70min
RecEraser Sub-model 2, Epoch [219/2000], Runs: 435, Loss: 0.0113, UL AUC: 0.5304, ACC AUC: 0.6531, ACC NDCG@20: 0.0525, Sub_model training time: 44.90min
RecEraser Sub-model 2, Epoch [220/2000], Runs: 435, Loss: 0.0113, UL AUC: 0.5308, ACC AUC: 0.6532, ACC NDCG@20: 0.0525, Sub_model training time: 45.11min
RecEraser Sub-model 2, Epoch [221/2000], Runs: 435, Loss: 0.0113, UL AUC: 0.5296, ACC AUC: 0.6535, ACC NDCG@20: 0.0524, Sub_model training time: 45.31min
RecEraser Sub-model 2, Epoch [222/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5294, ACC AUC: 0.6533, ACC NDCG@20: 0.0528, Sub_model training time: 45.52min
RecEraser Sub-model 2, Epoch [223/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5289, ACC AUC: 0.6533, ACC NDCG@20: 0.0525, Sub_model training time: 45.73min
RecEraser Sub-model 2, Epoch [224/2000], Runs: 435, Loss: 0.0111, UL AUC: 0.5297, ACC AUC: 0.6529, ACC NDCG@20: 0.0524, Sub_model training time: 45.93min
RecEraser Sub-model 2, Epoch [225/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5295, ACC AUC: 0.6530, ACC NDCG@20: 0.0523, Sub_model training time: 46.14min
RecEraser Sub-model 2, Epoch [226/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5293, ACC AUC: 0.6531, ACC NDCG@20: 0.0524, Sub_model training time: 46.34min
RecEraser Sub-model 2, Epoch [227/2000], Runs: 435, Loss: 0.0114, UL AUC: 0.5303, ACC AUC: 0.6531, ACC NDCG@20: 0.0527, Sub_model training time: 46.55min
RecEraser Sub-model 2, Epoch [228/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5309, ACC AUC: 0.6533, ACC NDCG@20: 0.0529, Sub_model training time: 46.75min
RecEraser Sub-model 2, Epoch [229/2000], Runs: 435, Loss: 0.0114, UL AUC: 0.5311, ACC AUC: 0.6529, ACC NDCG@20: 0.0526, Sub_model training time: 46.96min
RecEraser Sub-model 2, Epoch [230/2000], Runs: 435, Loss: 0.0111, UL AUC: 0.5309, ACC AUC: 0.6530, ACC NDCG@20: 0.0527, Sub_model training time: 47.16min
RecEraser Sub-model 2, Epoch [231/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5308, ACC AUC: 0.6530, ACC NDCG@20: 0.0528, Sub_model training time: 47.36min
RecEraser Sub-model 2, Epoch [232/2000], Runs: 435, Loss: 0.0112, UL AUC: 0.5314, ACC AUC: 0.6534, ACC NDCG@20: 0.0529, Sub_model training time: 47.57min
RecEraser Sub-model 2, Epoch [233/2000], Runs: 435, Loss: 0.0112, UL AUC: 0.5317, ACC AUC: 0.6532, ACC NDCG@20: 0.0529, Sub_model training time: 47.77min
RecEraser Sub-model 2, Epoch [234/2000], Runs: 435, Loss: 0.0111, UL AUC: 0.5318, ACC AUC: 0.6530, ACC NDCG@20: 0.0529, Sub_model training time: 47.98min
RecEraser Sub-model 2, Epoch [235/2000], Runs: 435, Loss: 0.0112, UL AUC: 0.5313, ACC AUC: 0.6533, ACC NDCG@20: 0.0530, Sub_model training time: 48.19min
RecEraser Sub-model 2, Epoch [236/2000], Runs: 435, Loss: 0.0113, UL AUC: 0.5313, ACC AUC: 0.6525, ACC NDCG@20: 0.0525, Sub_model training time: 48.39min
RecEraser Sub-model 2, Epoch [237/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5314, ACC AUC: 0.6530, ACC NDCG@20: 0.0526, Sub_model training time: 48.60min
RecEraser Sub-model 2, Epoch [238/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5314, ACC AUC: 0.6527, ACC NDCG@20: 0.0525, Sub_model training time: 48.81min
RecEraser Sub-model 2, Epoch [239/2000], Runs: 435, Loss: 0.0111, UL AUC: 0.5315, ACC AUC: 0.6531, ACC NDCG@20: 0.0528, Sub_model training time: 49.02min
RecEraser Sub-model 2, Epoch [240/2000], Runs: 435, Loss: 0.0112, UL AUC: 0.5311, ACC AUC: 0.6531, ACC NDCG@20: 0.0532, Sub_model training time: 49.22min
RecEraser Sub-model 2, Epoch [241/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5300, ACC AUC: 0.6536, ACC NDCG@20: 0.0534, Sub_model training time: 49.41min
RecEraser Sub-model 2, Epoch [242/2000], Runs: 435, Loss: 0.0113, UL AUC: 0.5296, ACC AUC: 0.6534, ACC NDCG@20: 0.0531, Sub_model training time: 49.62min
RecEraser Sub-model 2, Epoch [243/2000], Runs: 435, Loss: 0.0108, UL AUC: 0.5294, ACC AUC: 0.6535, ACC NDCG@20: 0.0530, Sub_model training time: 49.82min
RecEraser Sub-model 2, Epoch [244/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5294, ACC AUC: 0.6534, ACC NDCG@20: 0.0531, Sub_model training time: 50.03min
RecEraser Sub-model 2, Epoch [245/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5286, ACC AUC: 0.6531, ACC NDCG@20: 0.0532, Sub_model training time: 50.23min
RecEraser Sub-model 2, Epoch [246/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5294, ACC AUC: 0.6539, ACC NDCG@20: 0.0534, Sub_model training time: 50.44min
RecEraser Sub-model 2, Epoch [247/2000], Runs: 435, Loss: 0.0112, UL AUC: 0.5290, ACC AUC: 0.6530, ACC NDCG@20: 0.0531, Sub_model training time: 50.65min
RecEraser Sub-model 2, Epoch [248/2000], Runs: 435, Loss: 0.0112, UL AUC: 0.5291, ACC AUC: 0.6528, ACC NDCG@20: 0.0535, Sub_model training time: 50.86min
RecEraser Sub-model 2, Epoch [249/2000], Runs: 435, Loss: 0.0111, UL AUC: 0.5292, ACC AUC: 0.6532, ACC NDCG@20: 0.0534, Sub_model training time: 51.07min
RecEraser Sub-model 2, Epoch [250/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5292, ACC AUC: 0.6534, ACC NDCG@20: 0.0531, Sub_model training time: 51.28min
RecEraser Sub-model 2, Epoch [251/2000], Runs: 435, Loss: 0.0112, UL AUC: 0.5291, ACC AUC: 0.6535, ACC NDCG@20: 0.0536, Sub_model training time: 51.49min
RecEraser Sub-model 2, Epoch [252/2000], Runs: 435, Loss: 0.0112, UL AUC: 0.5291, ACC AUC: 0.6535, ACC NDCG@20: 0.0535, Sub_model training time: 51.70min
RecEraser Sub-model 2, Epoch [253/2000], Runs: 435, Loss: 0.0111, UL AUC: 0.5298, ACC AUC: 0.6534, ACC NDCG@20: 0.0539, Sub_model training time: 51.90min
RecEraser Sub-model 2, Epoch [254/2000], Runs: 435, Loss: 0.0112, UL AUC: 0.5297, ACC AUC: 0.6531, ACC NDCG@20: 0.0534, Sub_model training time: 52.11min
RecEraser Sub-model 2, Epoch [255/2000], Runs: 435, Loss: 0.0111, UL AUC: 0.5302, ACC AUC: 0.6527, ACC NDCG@20: 0.0528, Sub_model training time: 52.31min
RecEraser Sub-model 2, Epoch [256/2000], Runs: 435, Loss: 0.0113, UL AUC: 0.5285, ACC AUC: 0.6530, ACC NDCG@20: 0.0532, Sub_model training time: 52.52min
RecEraser Sub-model 2, Epoch [257/2000], Runs: 435, Loss: 0.0113, UL AUC: 0.5297, ACC AUC: 0.6533, ACC NDCG@20: 0.0536, Sub_model training time: 52.72min
RecEraser Sub-model 2, Epoch [258/2000], Runs: 435, Loss: 0.0113, UL AUC: 0.5308, ACC AUC: 0.6529, ACC NDCG@20: 0.0530, Sub_model training time: 52.92min
RecEraser Sub-model 2, Epoch [259/2000], Runs: 435, Loss: 0.0107, UL AUC: 0.5296, ACC AUC: 0.6531, ACC NDCG@20: 0.0535, Sub_model training time: 53.13min
RecEraser Sub-model 2, Epoch [260/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5299, ACC AUC: 0.6530, ACC NDCG@20: 0.0530, Sub_model training time: 53.33min
RecEraser Sub-model 2, Epoch [261/2000], Runs: 435, Loss: 0.0112, UL AUC: 0.5302, ACC AUC: 0.6528, ACC NDCG@20: 0.0530, Sub_model training time: 53.54min
RecEraser Sub-model 2, Epoch [262/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5298, ACC AUC: 0.6532, ACC NDCG@20: 0.0535, Sub_model training time: 53.74min
RecEraser Sub-model 2, Epoch [263/2000], Runs: 435, Loss: 0.0107, UL AUC: 0.5308, ACC AUC: 0.6532, ACC NDCG@20: 0.0537, Sub_model training time: 53.95min
RecEraser Sub-model 2, Epoch [264/2000], Runs: 435, Loss: 0.0111, UL AUC: 0.5301, ACC AUC: 0.6523, ACC NDCG@20: 0.0528, Sub_model training time: 54.15min
RecEraser Sub-model 2, Epoch [265/2000], Runs: 435, Loss: 0.0113, UL AUC: 0.5305, ACC AUC: 0.6527, ACC NDCG@20: 0.0531, Sub_model training time: 54.34min
RecEraser Sub-model 2, Epoch [266/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5303, ACC AUC: 0.6529, ACC NDCG@20: 0.0530, Sub_model training time: 54.55min
RecEraser Sub-model 2, Epoch [267/2000], Runs: 435, Loss: 0.0111, UL AUC: 0.5316, ACC AUC: 0.6531, ACC NDCG@20: 0.0532, Sub_model training time: 54.75min
RecEraser Sub-model 2, Epoch [268/2000], Runs: 435, Loss: 0.0111, UL AUC: 0.5316, ACC AUC: 0.6530, ACC NDCG@20: 0.0526, Sub_model training time: 54.96min
RecEraser Sub-model 2, Epoch [269/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5315, ACC AUC: 0.6532, ACC NDCG@20: 0.0528, Sub_model training time: 55.16min
RecEraser Sub-model 2, Epoch [270/2000], Runs: 435, Loss: 0.0111, UL AUC: 0.5314, ACC AUC: 0.6534, ACC NDCG@20: 0.0533, Sub_model training time: 55.36min
RecEraser Sub-model 2, Epoch [271/2000], Runs: 435, Loss: 0.0108, UL AUC: 0.5313, ACC AUC: 0.6535, ACC NDCG@20: 0.0534, Sub_model training time: 55.57min
RecEraser Sub-model 2, Epoch [272/2000], Runs: 435, Loss: 0.0111, UL AUC: 0.5307, ACC AUC: 0.6532, ACC NDCG@20: 0.0530, Sub_model training time: 55.78min
RecEraser Sub-model 2, Epoch [273/2000], Runs: 435, Loss: 0.0112, UL AUC: 0.5302, ACC AUC: 0.6532, ACC NDCG@20: 0.0529, Sub_model training time: 55.98min
RecEraser Sub-model 2, Epoch [274/2000], Runs: 435, Loss: 0.0112, UL AUC: 0.5306, ACC AUC: 0.6528, ACC NDCG@20: 0.0522, Sub_model training time: 56.19min
RecEraser Sub-model 2, Epoch [275/2000], Runs: 435, Loss: 0.0111, UL AUC: 0.5294, ACC AUC: 0.6530, ACC NDCG@20: 0.0523, Sub_model training time: 56.39min
RecEraser Sub-model 2, Epoch [276/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5303, ACC AUC: 0.6533, ACC NDCG@20: 0.0531, Sub_model training time: 56.60min
RecEraser Sub-model 2, Epoch [277/2000], Runs: 435, Loss: 0.0107, UL AUC: 0.5295, ACC AUC: 0.6536, ACC NDCG@20: 0.0532, Sub_model training time: 56.80min
RecEraser Sub-model 2, Epoch [278/2000], Runs: 435, Loss: 0.0111, UL AUC: 0.5306, ACC AUC: 0.6532, ACC NDCG@20: 0.0529, Sub_model training time: 57.01min
RecEraser Sub-model 2, Epoch [279/2000], Runs: 435, Loss: 0.0108, UL AUC: 0.5295, ACC AUC: 0.6539, ACC NDCG@20: 0.0534, Sub_model training time: 57.21min
RecEraser Sub-model 2, Epoch [280/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5300, ACC AUC: 0.6538, ACC NDCG@20: 0.0535, Sub_model training time: 57.42min
RecEraser Sub-model 2, Epoch [281/2000], Runs: 435, Loss: 0.0106, UL AUC: 0.5297, ACC AUC: 0.6535, ACC NDCG@20: 0.0535, Sub_model training time: 57.62min
RecEraser Sub-model 2, Epoch [282/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5293, ACC AUC: 0.6529, ACC NDCG@20: 0.0530, Sub_model training time: 57.83min
RecEraser Sub-model 2, Epoch [283/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5303, ACC AUC: 0.6535, ACC NDCG@20: 0.0534, Sub_model training time: 58.04min
RecEraser Sub-model 2, Epoch [284/2000], Runs: 435, Loss: 0.0111, UL AUC: 0.5303, ACC AUC: 0.6533, ACC NDCG@20: 0.0533, Sub_model training time: 58.24min
RecEraser Sub-model 2, Epoch [285/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5302, ACC AUC: 0.6537, ACC NDCG@20: 0.0535, Sub_model training time: 58.45min
RecEraser Sub-model 2, Epoch [286/2000], Runs: 435, Loss: 0.0112, UL AUC: 0.5289, ACC AUC: 0.6533, ACC NDCG@20: 0.0532, Sub_model training time: 58.65min
RecEraser Sub-model 2, Epoch [287/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5291, ACC AUC: 0.6528, ACC NDCG@20: 0.0534, Sub_model training time: 58.86min
RecEraser Sub-model 2, Epoch [288/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5292, ACC AUC: 0.6516, ACC NDCG@20: 0.0531, Sub_model training time: 59.06min
RecEraser Sub-model 2, Epoch [289/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5296, ACC AUC: 0.6523, ACC NDCG@20: 0.0535, Sub_model training time: 59.27min
RecEraser Sub-model 2, Epoch [290/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5302, ACC AUC: 0.6525, ACC NDCG@20: 0.0538, Sub_model training time: 59.47min
RecEraser Sub-model 2, Epoch [291/2000], Runs: 435, Loss: 0.0111, UL AUC: 0.5294, ACC AUC: 0.6520, ACC NDCG@20: 0.0538, Sub_model training time: 59.68min
RecEraser Sub-model 2, Epoch [292/2000], Runs: 435, Loss: 0.0111, UL AUC: 0.5294, ACC AUC: 0.6519, ACC NDCG@20: 0.0535, Sub_model training time: 59.88min
RecEraser Sub-model 2, Epoch [293/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5293, ACC AUC: 0.6519, ACC NDCG@20: 0.0532, Sub_model training time: 60.09min
RecEraser Sub-model 2, Epoch [294/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5298, ACC AUC: 0.6529, ACC NDCG@20: 0.0535, Sub_model training time: 60.29min
RecEraser Sub-model 2, Epoch [295/2000], Runs: 435, Loss: 0.0108, UL AUC: 0.5303, ACC AUC: 0.6520, ACC NDCG@20: 0.0533, Sub_model training time: 60.50min
RecEraser Sub-model 2, Epoch [296/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5290, ACC AUC: 0.6527, ACC NDCG@20: 0.0534, Sub_model training time: 60.70min
RecEraser Sub-model 2, Epoch [297/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5298, ACC AUC: 0.6523, ACC NDCG@20: 0.0531, Sub_model training time: 60.92min
RecEraser Sub-model 2, Epoch [298/2000], Runs: 435, Loss: 0.0108, UL AUC: 0.5311, ACC AUC: 0.6523, ACC NDCG@20: 0.0532, Sub_model training time: 61.12min
RecEraser Sub-model 2, Epoch [299/2000], Runs: 435, Loss: 0.0112, UL AUC: 0.5308, ACC AUC: 0.6527, ACC NDCG@20: 0.0535, Sub_model training time: 61.33min
RecEraser Sub-model 2, Epoch [300/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5315, ACC AUC: 0.6530, ACC NDCG@20: 0.0532, Sub_model training time: 61.53min
RecEraser Sub-model 2, Epoch [301/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5316, ACC AUC: 0.6535, ACC NDCG@20: 0.0535, Sub_model training time: 61.74min
RecEraser Sub-model 2, Epoch [302/2000], Runs: 435, Loss: 0.0106, UL AUC: 0.5310, ACC AUC: 0.6536, ACC NDCG@20: 0.0535, Sub_model training time: 61.94min
RecEraser Sub-model 2, Epoch [303/2000], Runs: 435, Loss: 0.0114, UL AUC: 0.5319, ACC AUC: 0.6526, ACC NDCG@20: 0.0534, Sub_model training time: 62.15min
RecEraser Sub-model 2, Epoch [304/2000], Runs: 435, Loss: 0.0108, UL AUC: 0.5311, ACC AUC: 0.6532, ACC NDCG@20: 0.0539, Sub_model training time: 62.35min
RecEraser Sub-model 2, Epoch [305/2000], Runs: 435, Loss: 0.0108, UL AUC: 0.5301, ACC AUC: 0.6535, ACC NDCG@20: 0.0539, Sub_model training time: 62.56min
RecEraser Sub-model 2, Epoch [306/2000], Runs: 435, Loss: 0.0111, UL AUC: 0.5302, ACC AUC: 0.6529, ACC NDCG@20: 0.0538, Sub_model training time: 62.76min
RecEraser Sub-model 2, Epoch [307/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5303, ACC AUC: 0.6529, ACC NDCG@20: 0.0534, Sub_model training time: 62.95min
RecEraser Sub-model 2, Epoch [308/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5295, ACC AUC: 0.6530, ACC NDCG@20: 0.0537, Sub_model training time: 63.16min
RecEraser Sub-model 2, Epoch [309/2000], Runs: 435, Loss: 0.0113, UL AUC: 0.5287, ACC AUC: 0.6530, ACC NDCG@20: 0.0531, Sub_model training time: 63.36min
RecEraser Sub-model 2, Epoch [310/2000], Runs: 435, Loss: 0.0108, UL AUC: 0.5285, ACC AUC: 0.6531, ACC NDCG@20: 0.0533, Sub_model training time: 63.56min
RecEraser Sub-model 2, Epoch [311/2000], Runs: 435, Loss: 0.0108, UL AUC: 0.5285, ACC AUC: 0.6528, ACC NDCG@20: 0.0533, Sub_model training time: 63.76min
RecEraser Sub-model 2, Epoch [312/2000], Runs: 435, Loss: 0.0107, UL AUC: 0.5291, ACC AUC: 0.6533, ACC NDCG@20: 0.0534, Sub_model training time: 63.96min
RecEraser Sub-model 2, Epoch [313/2000], Runs: 435, Loss: 0.0107, UL AUC: 0.5278, ACC AUC: 0.6536, ACC NDCG@20: 0.0534, Sub_model training time: 64.17min
RecEraser Sub-model 2, Epoch [314/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5278, ACC AUC: 0.6535, ACC NDCG@20: 0.0533, Sub_model training time: 64.37min
RecEraser Sub-model 2, Epoch [315/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5292, ACC AUC: 0.6532, ACC NDCG@20: 0.0534, Sub_model training time: 64.58min
RecEraser Sub-model 2, Epoch [316/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5277, ACC AUC: 0.6534, ACC NDCG@20: 0.0534, Sub_model training time: 64.78min
RecEraser Sub-model 2, Epoch [317/2000], Runs: 435, Loss: 0.0108, UL AUC: 0.5265, ACC AUC: 0.6542, ACC NDCG@20: 0.0538, Sub_model training time: 64.99min
RecEraser Sub-model 2, Epoch [318/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5292, ACC AUC: 0.6539, ACC NDCG@20: 0.0536, Sub_model training time: 65.19min
RecEraser Sub-model 2, Epoch [319/2000], Runs: 435, Loss: 0.0114, UL AUC: 0.5288, ACC AUC: 0.6533, ACC NDCG@20: 0.0534, Sub_model training time: 65.40min
RecEraser Sub-model 2, Epoch [320/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5296, ACC AUC: 0.6533, ACC NDCG@20: 0.0531, Sub_model training time: 65.60min
RecEraser Sub-model 2, Epoch [321/2000], Runs: 435, Loss: 0.0108, UL AUC: 0.5293, ACC AUC: 0.6546, ACC NDCG@20: 0.0532, Sub_model training time: 65.81min
RecEraser Sub-model 2, Epoch [322/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5285, ACC AUC: 0.6539, ACC NDCG@20: 0.0532, Sub_model training time: 66.01min
RecEraser Sub-model 2, Epoch [323/2000], Runs: 435, Loss: 0.0106, UL AUC: 0.5280, ACC AUC: 0.6537, ACC NDCG@20: 0.0535, Sub_model training time: 66.22min
RecEraser Sub-model 2, Epoch [324/2000], Runs: 435, Loss: 0.0108, UL AUC: 0.5283, ACC AUC: 0.6533, ACC NDCG@20: 0.0534, Sub_model training time: 66.42min
RecEraser Sub-model 2, Epoch [325/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5287, ACC AUC: 0.6529, ACC NDCG@20: 0.0529, Sub_model training time: 66.63min
RecEraser Sub-model 2, Epoch [326/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5286, ACC AUC: 0.6535, ACC NDCG@20: 0.0530, Sub_model training time: 66.84min
RecEraser Sub-model 2, Epoch [327/2000], Runs: 435, Loss: 0.0108, UL AUC: 0.5288, ACC AUC: 0.6536, ACC NDCG@20: 0.0533, Sub_model training time: 67.04min
RecEraser Sub-model 2, Epoch [328/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5293, ACC AUC: 0.6535, ACC NDCG@20: 0.0530, Sub_model training time: 67.24min
RecEraser Sub-model 2, Epoch [329/2000], Runs: 435, Loss: 0.0111, UL AUC: 0.5293, ACC AUC: 0.6536, ACC NDCG@20: 0.0531, Sub_model training time: 67.45min
RecEraser Sub-model 2, Epoch [330/2000], Runs: 435, Loss: 0.0111, UL AUC: 0.5287, ACC AUC: 0.6537, ACC NDCG@20: 0.0532, Sub_model training time: 67.65min
RecEraser Sub-model 2, Epoch [331/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5285, ACC AUC: 0.6533, ACC NDCG@20: 0.0532, Sub_model training time: 67.86min
RecEraser Sub-model 2, Epoch [332/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5290, ACC AUC: 0.6539, ACC NDCG@20: 0.0530, Sub_model training time: 68.06min
RecEraser Sub-model 2, Epoch [333/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5302, ACC AUC: 0.6538, ACC NDCG@20: 0.0530, Sub_model training time: 68.26min
RecEraser Sub-model 2, Epoch [334/2000], Runs: 435, Loss: 0.0111, UL AUC: 0.5301, ACC AUC: 0.6536, ACC NDCG@20: 0.0533, Sub_model training time: 68.46min
RecEraser Sub-model 2, Epoch [335/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5299, ACC AUC: 0.6532, ACC NDCG@20: 0.0532, Sub_model training time: 68.67min
RecEraser Sub-model 2, Epoch [336/2000], Runs: 435, Loss: 0.0106, UL AUC: 0.5281, ACC AUC: 0.6534, ACC NDCG@20: 0.0533, Sub_model training time: 68.87min
RecEraser Sub-model 2, Epoch [337/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5290, ACC AUC: 0.6532, ACC NDCG@20: 0.0527, Sub_model training time: 69.07min
RecEraser Sub-model 2, Epoch [338/2000], Runs: 435, Loss: 0.0112, UL AUC: 0.5281, ACC AUC: 0.6540, ACC NDCG@20: 0.0536, Sub_model training time: 69.28min
RecEraser Sub-model 2, Epoch [339/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5295, ACC AUC: 0.6536, ACC NDCG@20: 0.0532, Sub_model training time: 69.48min
RecEraser Sub-model 2, Epoch [340/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5300, ACC AUC: 0.6533, ACC NDCG@20: 0.0533, Sub_model training time: 69.69min
RecEraser Sub-model 2, Epoch [341/2000], Runs: 435, Loss: 0.0108, UL AUC: 0.5307, ACC AUC: 0.6532, ACC NDCG@20: 0.0532, Sub_model training time: 69.88min
RecEraser Sub-model 2, Epoch [342/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5299, ACC AUC: 0.6532, ACC NDCG@20: 0.0531, Sub_model training time: 70.09min
RecEraser Sub-model 2, Epoch [343/2000], Runs: 435, Loss: 0.0111, UL AUC: 0.5299, ACC AUC: 0.6532, ACC NDCG@20: 0.0530, Sub_model training time: 70.29min
RecEraser Sub-model 2, Epoch [344/2000], Runs: 435, Loss: 0.0106, UL AUC: 0.5298, ACC AUC: 0.6543, ACC NDCG@20: 0.0534, Sub_model training time: 70.50min
RecEraser Sub-model 2, Epoch [345/2000], Runs: 435, Loss: 0.0108, UL AUC: 0.5305, ACC AUC: 0.6544, ACC NDCG@20: 0.0531, Sub_model training time: 70.71min
RecEraser Sub-model 2, Epoch [346/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5305, ACC AUC: 0.6543, ACC NDCG@20: 0.0532, Sub_model training time: 70.91min
RecEraser Sub-model 2, Epoch [347/2000], Runs: 435, Loss: 0.0107, UL AUC: 0.5310, ACC AUC: 0.6545, ACC NDCG@20: 0.0535, Sub_model training time: 71.11min
RecEraser Sub-model 2, Epoch [348/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5304, ACC AUC: 0.6542, ACC NDCG@20: 0.0532, Sub_model training time: 71.32min
RecEraser Sub-model 2, Epoch [349/2000], Runs: 435, Loss: 0.0110, UL AUC: 0.5302, ACC AUC: 0.6540, ACC NDCG@20: 0.0533, Sub_model training time: 71.52min
RecEraser Sub-model 2, Epoch [350/2000], Runs: 435, Loss: 0.0108, UL AUC: 0.5300, ACC AUC: 0.6542, ACC NDCG@20: 0.0536, Sub_model training time: 71.72min
RecEraser Sub-model 2, Epoch [351/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5309, ACC AUC: 0.6542, ACC NDCG@20: 0.0536, Sub_model training time: 71.93min
RecEraser Sub-model 2, Epoch [352/2000], Runs: 435, Loss: 0.0107, UL AUC: 0.5309, ACC AUC: 0.6537, ACC NDCG@20: 0.0534, Sub_model training time: 72.13min
RecEraser Sub-model 2, Epoch [353/2000], Runs: 435, Loss: 0.0107, UL AUC: 0.5302, ACC AUC: 0.6539, ACC NDCG@20: 0.0535, Sub_model training time: 72.34min
RecEraser Sub-model 2, Epoch [354/2000], Runs: 435, Loss: 0.0109, UL AUC: 0.5287, ACC AUC: 0.6539, ACC NDCG@20: 0.0535, Sub_model training time: 72.53min
RecEraser Sub-model 2, Epoch [355/2000], Runs: 435, Loss: 0.0111, UL AUC: 0.5288, ACC AUC: 0.6543, ACC NDCG@20: 0.0536, Sub_model training time: 72.74min
[RecEraser] FINISH training SUB_MODELS, current time: 152.89min.
[RecEraser] START training ATTENTION layer, current time: 152.89min.
RecEraser Attention Layer Training. Epoch [1/2000], Runs: 523 Loss: 0.0516, UL AUC: 0.7563, ACC AUC: 0.8923, ACC NDCG@20: 0.0985, Attention layer training time: 0.35min
RecEraser Attention Layer Training. Epoch [2/2000], Runs: 523 Loss: 0.0445, UL AUC: 0.7600, ACC AUC: 0.8925, ACC NDCG@20: 0.0946, Attention layer training time: 0.70min
RecEraser Attention Layer Training. Epoch [3/2000], Runs: 523 Loss: 0.0439, UL AUC: 0.7561, ACC AUC: 0.8923, ACC NDCG@20: 0.0992, Attention layer training time: 1.05min
RecEraser Attention Layer Training. Epoch [4/2000], Runs: 523 Loss: 0.0437, UL AUC: 0.7594, ACC AUC: 0.8924, ACC NDCG@20: 0.0960, Attention layer training time: 1.41min
RecEraser Attention Layer Training. Epoch [5/2000], Runs: 523 Loss: 0.0442, UL AUC: 0.7606, ACC AUC: 0.8928, ACC NDCG@20: 0.0970, Attention layer training time: 1.75min
RecEraser Attention Layer Training. Epoch [6/2000], Runs: 523 Loss: 0.0434, UL AUC: 0.7563, ACC AUC: 0.8923, ACC NDCG@20: 0.0975, Attention layer training time: 2.10min
RecEraser Attention Layer Training. Epoch [7/2000], Runs: 523 Loss: 0.0435, UL AUC: 0.7597, ACC AUC: 0.8927, ACC NDCG@20: 0.0975, Attention layer training time: 2.45min
RecEraser Attention Layer Training. Epoch [8/2000], Runs: 523 Loss: 0.0437, UL AUC: 0.7555, ACC AUC: 0.8924, ACC NDCG@20: 0.0976, Attention layer training time: 2.79min
RecEraser Attention Layer Training. Epoch [9/2000], Runs: 523 Loss: 0.0435, UL AUC: 0.7596, ACC AUC: 0.8920, ACC NDCG@20: 0.0962, Attention layer training time: 3.15min
RecEraser Attention Layer Training. Epoch [10/2000], Runs: 523 Loss: 0.0434, UL AUC: 0.7574, ACC AUC: 0.8923, ACC NDCG@20: 0.0986, Attention layer training time: 3.50min
RecEraser Attention Layer Training. Epoch [11/2000], Runs: 523 Loss: 0.0430, UL AUC: 0.7572, ACC AUC: 0.8924, ACC NDCG@20: 0.0996, Attention layer training time: 3.86min
RecEraser Attention Layer Training. Epoch [12/2000], Runs: 523 Loss: 0.0431, UL AUC: 0.7626, ACC AUC: 0.8926, ACC NDCG@20: 0.0950, Attention layer training time: 4.21min
RecEraser Attention Layer Training. Epoch [13/2000], Runs: 523 Loss: 0.0434, UL AUC: 0.7574, ACC AUC: 0.8920, ACC NDCG@20: 0.0926, Attention layer training time: 4.56min
RecEraser Attention Layer Training. Epoch [14/2000], Runs: 523 Loss: 0.0431, UL AUC: 0.7616, ACC AUC: 0.8925, ACC NDCG@20: 0.0947, Attention layer training time: 4.90min
RecEraser Attention Layer Training. Epoch [15/2000], Runs: 523 Loss: 0.0434, UL AUC: 0.7596, ACC AUC: 0.8925, ACC NDCG@20: 0.0950, Attention layer training time: 5.25min
RecEraser Attention Layer Training. Epoch [16/2000], Runs: 523 Loss: 0.0431, UL AUC: 0.7578, ACC AUC: 0.8920, ACC NDCG@20: 0.0921, Attention layer training time: 5.60min
RecEraser Attention Layer Training. Epoch [17/2000], Runs: 523 Loss: 0.0434, UL AUC: 0.7619, ACC AUC: 0.8922, ACC NDCG@20: 0.0916, Attention layer training time: 5.94min
RecEraser Attention Layer Training. Epoch [18/2000], Runs: 523 Loss: 0.0431, UL AUC: 0.7617, ACC AUC: 0.8925, ACC NDCG@20: 0.0919, Attention layer training time: 6.28min
RecEraser Attention Layer Training. Epoch [19/2000], Runs: 523 Loss: 0.0432, UL AUC: 0.7585, ACC AUC: 0.8925, ACC NDCG@20: 0.0985, Attention layer training time: 6.63min
RecEraser Attention Layer Training. Epoch [20/2000], Runs: 523 Loss: 0.0432, UL AUC: 0.7601, ACC AUC: 0.8926, ACC NDCG@20: 0.0948, Attention layer training time: 6.96min
RecEraser Attention Layer Training. Epoch [21/2000], Runs: 523 Loss: 0.0430, UL AUC: 0.7620, ACC AUC: 0.8925, ACC NDCG@20: 0.0958, Attention layer training time: 7.30min
RecEraser Attention Layer Training. Epoch [22/2000], Runs: 523 Loss: 0.0430, UL AUC: 0.7605, ACC AUC: 0.8923, ACC NDCG@20: 0.0955, Attention layer training time: 7.64min
RecEraser Attention Layer Training. Epoch [23/2000], Runs: 523 Loss: 0.0429, UL AUC: 0.7636, ACC AUC: 0.8924, ACC NDCG@20: 0.0916, Attention layer training time: 7.98min
RecEraser Attention Layer Training. Epoch [24/2000], Runs: 523 Loss: 0.0426, UL AUC: 0.7611, ACC AUC: 0.8922, ACC NDCG@20: 0.0953, Attention layer training time: 8.32min
RecEraser Attention Layer Training. Epoch [25/2000], Runs: 523 Loss: 0.0432, UL AUC: 0.7586, ACC AUC: 0.8927, ACC NDCG@20: 0.0970, Attention layer training time: 8.66min
RecEraser Attention Layer Training. Epoch [26/2000], Runs: 523 Loss: 0.0424, UL AUC: 0.7581, ACC AUC: 0.8922, ACC NDCG@20: 0.0933, Attention layer training time: 9.01min
RecEraser Attention Layer Training. Epoch [27/2000], Runs: 523 Loss: 0.0428, UL AUC: 0.7600, ACC AUC: 0.8927, ACC NDCG@20: 0.0976, Attention layer training time: 9.35min
RecEraser Attention Layer Training. Epoch [28/2000], Runs: 523 Loss: 0.0426, UL AUC: 0.7647, ACC AUC: 0.8927, ACC NDCG@20: 0.0951, Attention layer training time: 9.70min
RecEraser Attention Layer Training. Epoch [29/2000], Runs: 523 Loss: 0.0427, UL AUC: 0.7601, ACC AUC: 0.8923, ACC NDCG@20: 0.0962, Attention layer training time: 10.04min
RecEraser Attention Layer Training. Epoch [30/2000], Runs: 523 Loss: 0.0429, UL AUC: 0.7623, ACC AUC: 0.8927, ACC NDCG@20: 0.0925, Attention layer training time: 10.38min
RecEraser Attention Layer Training. Epoch [31/2000], Runs: 523 Loss: 0.0427, UL AUC: 0.7604, ACC AUC: 0.8925, ACC NDCG@20: 0.0947, Attention layer training time: 10.73min
RecEraser Attention Layer Training. Epoch [32/2000], Runs: 523 Loss: 0.0427, UL AUC: 0.7607, ACC AUC: 0.8926, ACC NDCG@20: 0.0946, Attention layer training time: 11.07min
RecEraser Attention Layer Training. Epoch [33/2000], Runs: 523 Loss: 0.0431, UL AUC: 0.7598, ACC AUC: 0.8927, ACC NDCG@20: 0.0942, Attention layer training time: 11.42min
RecEraser Attention Layer Training. Epoch [34/2000], Runs: 523 Loss: 0.0423, UL AUC: 0.7614, ACC AUC: 0.8926, ACC NDCG@20: 0.0947, Attention layer training time: 11.77min
RecEraser Attention Layer Training. Epoch [35/2000], Runs: 523 Loss: 0.0426, UL AUC: 0.7588, ACC AUC: 0.8922, ACC NDCG@20: 0.0918, Attention layer training time: 12.11min
RecEraser Attention Layer Training. Epoch [36/2000], Runs: 523 Loss: 0.0428, UL AUC: 0.7601, ACC AUC: 0.8926, ACC NDCG@20: 0.0953, Attention layer training time: 12.46min
[RecEraser] FINISH training ATTENTION layer, current time: 165.69min.
TOTAL RUNNING TIME: 165.69min
[RecEraser] TRAINING FINISHED. TOTAL TIME: 165.69min.
Precision@20: 0.0371; Recall@20: 0.1226;  NDCG@20: 0.0998;  
Precision@50: 0.0244; Recall@50: 0.1977;  NDCG@50: 0.1239;  
Precision@100: 0.0171; Recall@100: 0.2727;  NDCG@100: 0.1451;  
Before unlearning: ACC AUC: 0.9346, UL AUC: 0.5017, ACC NDCG@20: 0.1355
After unlearning: ACC AUC: 0.8924, UL AUC: 0.7572, ACC NDCG@20: 0.0998
