Read yelp2018 dataset done! u_num: 31668, i_num: 38048
Load a pre-trained model
UL AUC before unlearning: 0.5021
ACC AUC before unlearning: 0.9280
NDCG@20 before unlearning: 0.0460
Start calculating k-means!
Finish calculating k-means!
[RecEraser] START TRAINING. CURRENT TIME: 0.04min.
[RecEraser] INFLUENCED SHARDS: {0, 1, 2}, current time: 0.04min.
[RecEraser] START training 3 SUB_MODELS, current time: 0.04min.
[RecEraser] START training sub-model 0, current time: 0.04min.
RecEraser Sub-model 0, Epoch [1/2000], Runs: 753, Loss: 0.2955, UL AUC: 0.5076, ACC AUC: 0.6172, ACC NDCG@20: 0.0054, Sub_model training time: 0.36min
RecEraser Sub-model 0, Epoch [2/2000], Runs: 753, Loss: 0.1678, UL AUC: 0.5090, ACC AUC: 0.6283, ACC NDCG@20: 0.0063, Sub_model training time: 0.69min
RecEraser Sub-model 0, Epoch [3/2000], Runs: 753, Loss: 0.1329, UL AUC: 0.5100, ACC AUC: 0.6368, ACC NDCG@20: 0.0069, Sub_model training time: 1.02min
RecEraser Sub-model 0, Epoch [4/2000], Runs: 753, Loss: 0.1118, UL AUC: 0.5111, ACC AUC: 0.6431, ACC NDCG@20: 0.0076, Sub_model training time: 1.35min
RecEraser Sub-model 0, Epoch [5/2000], Runs: 753, Loss: 0.0983, UL AUC: 0.5118, ACC AUC: 0.6482, ACC NDCG@20: 0.0082, Sub_model training time: 1.69min
RecEraser Sub-model 0, Epoch [6/2000], Runs: 753, Loss: 0.0878, UL AUC: 0.5122, ACC AUC: 0.6522, ACC NDCG@20: 0.0084, Sub_model training time: 2.02min
RecEraser Sub-model 0, Epoch [7/2000], Runs: 753, Loss: 0.0799, UL AUC: 0.5128, ACC AUC: 0.6559, ACC NDCG@20: 0.0088, Sub_model training time: 2.35min
RecEraser Sub-model 0, Epoch [8/2000], Runs: 753, Loss: 0.0743, UL AUC: 0.5136, ACC AUC: 0.6589, ACC NDCG@20: 0.0088, Sub_model training time: 2.68min
RecEraser Sub-model 0, Epoch [9/2000], Runs: 753, Loss: 0.0687, UL AUC: 0.5142, ACC AUC: 0.6613, ACC NDCG@20: 0.0090, Sub_model training time: 3.03min
RecEraser Sub-model 0, Epoch [10/2000], Runs: 753, Loss: 0.0645, UL AUC: 0.5154, ACC AUC: 0.6637, ACC NDCG@20: 0.0092, Sub_model training time: 3.36min
RecEraser Sub-model 0, Epoch [11/2000], Runs: 753, Loss: 0.0608, UL AUC: 0.5160, ACC AUC: 0.6655, ACC NDCG@20: 0.0095, Sub_model training time: 3.70min
RecEraser Sub-model 0, Epoch [12/2000], Runs: 753, Loss: 0.0576, UL AUC: 0.5167, ACC AUC: 0.6671, ACC NDCG@20: 0.0095, Sub_model training time: 4.02min
RecEraser Sub-model 0, Epoch [13/2000], Runs: 753, Loss: 0.0558, UL AUC: 0.5174, ACC AUC: 0.6681, ACC NDCG@20: 0.0096, Sub_model training time: 4.35min
RecEraser Sub-model 0, Epoch [14/2000], Runs: 753, Loss: 0.0528, UL AUC: 0.5180, ACC AUC: 0.6693, ACC NDCG@20: 0.0097, Sub_model training time: 4.68min
RecEraser Sub-model 0, Epoch [15/2000], Runs: 753, Loss: 0.0506, UL AUC: 0.5183, ACC AUC: 0.6703, ACC NDCG@20: 0.0098, Sub_model training time: 5.02min
RecEraser Sub-model 0, Epoch [16/2000], Runs: 753, Loss: 0.0493, UL AUC: 0.5187, ACC AUC: 0.6708, ACC NDCG@20: 0.0098, Sub_model training time: 5.35min
RecEraser Sub-model 0, Epoch [17/2000], Runs: 753, Loss: 0.0473, UL AUC: 0.5193, ACC AUC: 0.6709, ACC NDCG@20: 0.0097, Sub_model training time: 5.69min
RecEraser Sub-model 0, Epoch [18/2000], Runs: 753, Loss: 0.0467, UL AUC: 0.5195, ACC AUC: 0.6713, ACC NDCG@20: 0.0097, Sub_model training time: 6.02min
RecEraser Sub-model 0, Epoch [19/2000], Runs: 753, Loss: 0.0447, UL AUC: 0.5198, ACC AUC: 0.6714, ACC NDCG@20: 0.0098, Sub_model training time: 6.36min
RecEraser Sub-model 0, Epoch [20/2000], Runs: 753, Loss: 0.0434, UL AUC: 0.5204, ACC AUC: 0.6714, ACC NDCG@20: 0.0098, Sub_model training time: 6.69min
RecEraser Sub-model 0, Epoch [21/2000], Runs: 753, Loss: 0.0414, UL AUC: 0.5207, ACC AUC: 0.6714, ACC NDCG@20: 0.0098, Sub_model training time: 7.02min
RecEraser Sub-model 0, Epoch [22/2000], Runs: 753, Loss: 0.0409, UL AUC: 0.5217, ACC AUC: 0.6712, ACC NDCG@20: 0.0097, Sub_model training time: 7.36min
RecEraser Sub-model 0, Epoch [23/2000], Runs: 753, Loss: 0.0407, UL AUC: 0.5218, ACC AUC: 0.6710, ACC NDCG@20: 0.0099, Sub_model training time: 7.69min
RecEraser Sub-model 0, Epoch [24/2000], Runs: 753, Loss: 0.0397, UL AUC: 0.5222, ACC AUC: 0.6709, ACC NDCG@20: 0.0098, Sub_model training time: 8.03min
RecEraser Sub-model 0, Epoch [25/2000], Runs: 753, Loss: 0.0388, UL AUC: 0.5219, ACC AUC: 0.6706, ACC NDCG@20: 0.0098, Sub_model training time: 8.36min
RecEraser Sub-model 0, Epoch [26/2000], Runs: 753, Loss: 0.0377, UL AUC: 0.5224, ACC AUC: 0.6701, ACC NDCG@20: 0.0101, Sub_model training time: 8.70min
RecEraser Sub-model 0, Epoch [27/2000], Runs: 753, Loss: 0.0380, UL AUC: 0.5231, ACC AUC: 0.6700, ACC NDCG@20: 0.0100, Sub_model training time: 9.03min
RecEraser Sub-model 0, Epoch [28/2000], Runs: 753, Loss: 0.0371, UL AUC: 0.5230, ACC AUC: 0.6698, ACC NDCG@20: 0.0099, Sub_model training time: 9.36min
RecEraser Sub-model 0, Epoch [29/2000], Runs: 753, Loss: 0.0365, UL AUC: 0.5227, ACC AUC: 0.6690, ACC NDCG@20: 0.0100, Sub_model training time: 9.70min
RecEraser Sub-model 0, Epoch [30/2000], Runs: 753, Loss: 0.0364, UL AUC: 0.5230, ACC AUC: 0.6691, ACC NDCG@20: 0.0100, Sub_model training time: 10.03min
RecEraser Sub-model 0, Epoch [31/2000], Runs: 753, Loss: 0.0353, UL AUC: 0.5231, ACC AUC: 0.6691, ACC NDCG@20: 0.0100, Sub_model training time: 10.37min
RecEraser Sub-model 0, Epoch [32/2000], Runs: 753, Loss: 0.0351, UL AUC: 0.5239, ACC AUC: 0.6686, ACC NDCG@20: 0.0099, Sub_model training time: 10.70min
RecEraser Sub-model 0, Epoch [33/2000], Runs: 753, Loss: 0.0345, UL AUC: 0.5233, ACC AUC: 0.6682, ACC NDCG@20: 0.0101, Sub_model training time: 11.04min
RecEraser Sub-model 0, Epoch [34/2000], Runs: 753, Loss: 0.0339, UL AUC: 0.5239, ACC AUC: 0.6682, ACC NDCG@20: 0.0102, Sub_model training time: 11.37min
RecEraser Sub-model 0, Epoch [35/2000], Runs: 753, Loss: 0.0334, UL AUC: 0.5244, ACC AUC: 0.6679, ACC NDCG@20: 0.0100, Sub_model training time: 11.71min
RecEraser Sub-model 0, Epoch [36/2000], Runs: 753, Loss: 0.0338, UL AUC: 0.5259, ACC AUC: 0.6678, ACC NDCG@20: 0.0100, Sub_model training time: 12.04min
RecEraser Sub-model 0, Epoch [37/2000], Runs: 753, Loss: 0.0327, UL AUC: 0.5267, ACC AUC: 0.6677, ACC NDCG@20: 0.0101, Sub_model training time: 12.37min
RecEraser Sub-model 0, Epoch [38/2000], Runs: 753, Loss: 0.0327, UL AUC: 0.5269, ACC AUC: 0.6676, ACC NDCG@20: 0.0101, Sub_model training time: 12.71min
RecEraser Sub-model 0, Epoch [39/2000], Runs: 753, Loss: 0.0319, UL AUC: 0.5262, ACC AUC: 0.6672, ACC NDCG@20: 0.0101, Sub_model training time: 13.04min
RecEraser Sub-model 0, Epoch [40/2000], Runs: 753, Loss: 0.0321, UL AUC: 0.5264, ACC AUC: 0.6669, ACC NDCG@20: 0.0102, Sub_model training time: 13.38min
RecEraser Sub-model 0, Epoch [41/2000], Runs: 753, Loss: 0.0313, UL AUC: 0.5267, ACC AUC: 0.6669, ACC NDCG@20: 0.0103, Sub_model training time: 13.71min
RecEraser Sub-model 0, Epoch [42/2000], Runs: 753, Loss: 0.0316, UL AUC: 0.5279, ACC AUC: 0.6664, ACC NDCG@20: 0.0103, Sub_model training time: 14.03min
RecEraser Sub-model 0, Epoch [43/2000], Runs: 753, Loss: 0.0315, UL AUC: 0.5271, ACC AUC: 0.6665, ACC NDCG@20: 0.0102, Sub_model training time: 14.36min
RecEraser Sub-model 0, Epoch [44/2000], Runs: 753, Loss: 0.0306, UL AUC: 0.5275, ACC AUC: 0.6666, ACC NDCG@20: 0.0102, Sub_model training time: 14.70min
RecEraser Sub-model 0, Epoch [45/2000], Runs: 753, Loss: 0.0304, UL AUC: 0.5283, ACC AUC: 0.6660, ACC NDCG@20: 0.0103, Sub_model training time: 15.04min
RecEraser Sub-model 0, Epoch [46/2000], Runs: 753, Loss: 0.0305, UL AUC: 0.5284, ACC AUC: 0.6659, ACC NDCG@20: 0.0101, Sub_model training time: 15.37min
RecEraser Sub-model 0, Epoch [47/2000], Runs: 753, Loss: 0.0303, UL AUC: 0.5279, ACC AUC: 0.6661, ACC NDCG@20: 0.0101, Sub_model training time: 15.70min
RecEraser Sub-model 0, Epoch [48/2000], Runs: 753, Loss: 0.0302, UL AUC: 0.5282, ACC AUC: 0.6661, ACC NDCG@20: 0.0101, Sub_model training time: 16.04min
RecEraser Sub-model 0, Epoch [49/2000], Runs: 753, Loss: 0.0297, UL AUC: 0.5287, ACC AUC: 0.6662, ACC NDCG@20: 0.0100, Sub_model training time: 16.37min
RecEraser Sub-model 0, Epoch [50/2000], Runs: 753, Loss: 0.0292, UL AUC: 0.5290, ACC AUC: 0.6662, ACC NDCG@20: 0.0100, Sub_model training time: 16.71min
RecEraser Sub-model 0, Epoch [51/2000], Runs: 753, Loss: 0.0297, UL AUC: 0.5298, ACC AUC: 0.6665, ACC NDCG@20: 0.0101, Sub_model training time: 17.04min
RecEraser Sub-model 0, Epoch [52/2000], Runs: 753, Loss: 0.0293, UL AUC: 0.5291, ACC AUC: 0.6663, ACC NDCG@20: 0.0100, Sub_model training time: 17.38min
RecEraser Sub-model 0, Epoch [53/2000], Runs: 753, Loss: 0.0292, UL AUC: 0.5296, ACC AUC: 0.6662, ACC NDCG@20: 0.0101, Sub_model training time: 17.71min
RecEraser Sub-model 0, Epoch [54/2000], Runs: 753, Loss: 0.0290, UL AUC: 0.5291, ACC AUC: 0.6660, ACC NDCG@20: 0.0102, Sub_model training time: 18.05min
RecEraser Sub-model 0, Epoch [55/2000], Runs: 753, Loss: 0.0288, UL AUC: 0.5291, ACC AUC: 0.6660, ACC NDCG@20: 0.0103, Sub_model training time: 18.38min
RecEraser Sub-model 0, Epoch [56/2000], Runs: 753, Loss: 0.0291, UL AUC: 0.5287, ACC AUC: 0.6659, ACC NDCG@20: 0.0103, Sub_model training time: 18.72min
RecEraser Sub-model 0, Epoch [57/2000], Runs: 753, Loss: 0.0283, UL AUC: 0.5291, ACC AUC: 0.6658, ACC NDCG@20: 0.0103, Sub_model training time: 19.04min
RecEraser Sub-model 0, Epoch [58/2000], Runs: 753, Loss: 0.0286, UL AUC: 0.5286, ACC AUC: 0.6658, ACC NDCG@20: 0.0102, Sub_model training time: 19.38min
RecEraser Sub-model 0, Epoch [59/2000], Runs: 753, Loss: 0.0282, UL AUC: 0.5283, ACC AUC: 0.6659, ACC NDCG@20: 0.0104, Sub_model training time: 19.71min
RecEraser Sub-model 0, Epoch [60/2000], Runs: 753, Loss: 0.0282, UL AUC: 0.5279, ACC AUC: 0.6659, ACC NDCG@20: 0.0105, Sub_model training time: 20.04min
RecEraser Sub-model 0, Epoch [61/2000], Runs: 753, Loss: 0.0280, UL AUC: 0.5290, ACC AUC: 0.6658, ACC NDCG@20: 0.0103, Sub_model training time: 20.37min
RecEraser Sub-model 0, Epoch [62/2000], Runs: 753, Loss: 0.0277, UL AUC: 0.5297, ACC AUC: 0.6655, ACC NDCG@20: 0.0104, Sub_model training time: 20.70min
RecEraser Sub-model 0, Epoch [63/2000], Runs: 753, Loss: 0.0276, UL AUC: 0.5289, ACC AUC: 0.6657, ACC NDCG@20: 0.0102, Sub_model training time: 21.03min
RecEraser Sub-model 0, Epoch [64/2000], Runs: 753, Loss: 0.0275, UL AUC: 0.5296, ACC AUC: 0.6656, ACC NDCG@20: 0.0103, Sub_model training time: 21.36min
RecEraser Sub-model 0, Epoch [65/2000], Runs: 753, Loss: 0.0271, UL AUC: 0.5292, ACC AUC: 0.6656, ACC NDCG@20: 0.0103, Sub_model training time: 21.69min
RecEraser Sub-model 0, Epoch [66/2000], Runs: 753, Loss: 0.0272, UL AUC: 0.5293, ACC AUC: 0.6660, ACC NDCG@20: 0.0105, Sub_model training time: 22.02min
RecEraser Sub-model 0, Epoch [67/2000], Runs: 753, Loss: 0.0275, UL AUC: 0.5295, ACC AUC: 0.6658, ACC NDCG@20: 0.0104, Sub_model training time: 22.36min
RecEraser Sub-model 0, Epoch [68/2000], Runs: 753, Loss: 0.0271, UL AUC: 0.5300, ACC AUC: 0.6660, ACC NDCG@20: 0.0105, Sub_model training time: 22.68min
RecEraser Sub-model 0, Epoch [69/2000], Runs: 753, Loss: 0.0268, UL AUC: 0.5303, ACC AUC: 0.6662, ACC NDCG@20: 0.0104, Sub_model training time: 23.01min
RecEraser Sub-model 0, Epoch [70/2000], Runs: 753, Loss: 0.0270, UL AUC: 0.5303, ACC AUC: 0.6660, ACC NDCG@20: 0.0105, Sub_model training time: 23.34min
RecEraser Sub-model 0, Epoch [71/2000], Runs: 753, Loss: 0.0273, UL AUC: 0.5301, ACC AUC: 0.6659, ACC NDCG@20: 0.0103, Sub_model training time: 23.67min
RecEraser Sub-model 0, Epoch [72/2000], Runs: 753, Loss: 0.0265, UL AUC: 0.5303, ACC AUC: 0.6658, ACC NDCG@20: 0.0103, Sub_model training time: 24.00min
RecEraser Sub-model 0, Epoch [73/2000], Runs: 753, Loss: 0.0265, UL AUC: 0.5300, ACC AUC: 0.6657, ACC NDCG@20: 0.0104, Sub_model training time: 24.33min
RecEraser Sub-model 0, Epoch [74/2000], Runs: 753, Loss: 0.0263, UL AUC: 0.5303, ACC AUC: 0.6661, ACC NDCG@20: 0.0104, Sub_model training time: 24.67min
RecEraser Sub-model 0, Epoch [75/2000], Runs: 753, Loss: 0.0263, UL AUC: 0.5312, ACC AUC: 0.6660, ACC NDCG@20: 0.0105, Sub_model training time: 25.00min
RecEraser Sub-model 0, Epoch [76/2000], Runs: 753, Loss: 0.0260, UL AUC: 0.5307, ACC AUC: 0.6658, ACC NDCG@20: 0.0106, Sub_model training time: 25.33min
RecEraser Sub-model 0, Epoch [77/2000], Runs: 753, Loss: 0.0267, UL AUC: 0.5313, ACC AUC: 0.6657, ACC NDCG@20: 0.0105, Sub_model training time: 25.67min
RecEraser Sub-model 0, Epoch [78/2000], Runs: 753, Loss: 0.0263, UL AUC: 0.5307, ACC AUC: 0.6655, ACC NDCG@20: 0.0105, Sub_model training time: 26.00min
RecEraser Sub-model 0, Epoch [79/2000], Runs: 753, Loss: 0.0263, UL AUC: 0.5311, ACC AUC: 0.6652, ACC NDCG@20: 0.0105, Sub_model training time: 26.33min
RecEraser Sub-model 0, Epoch [80/2000], Runs: 753, Loss: 0.0260, UL AUC: 0.5305, ACC AUC: 0.6651, ACC NDCG@20: 0.0106, Sub_model training time: 26.67min
RecEraser Sub-model 0, Epoch [81/2000], Runs: 753, Loss: 0.0258, UL AUC: 0.5308, ACC AUC: 0.6652, ACC NDCG@20: 0.0108, Sub_model training time: 26.99min
RecEraser Sub-model 0, Epoch [82/2000], Runs: 753, Loss: 0.0259, UL AUC: 0.5314, ACC AUC: 0.6655, ACC NDCG@20: 0.0105, Sub_model training time: 27.33min
RecEraser Sub-model 0, Epoch [83/2000], Runs: 753, Loss: 0.0261, UL AUC: 0.5310, ACC AUC: 0.6656, ACC NDCG@20: 0.0103, Sub_model training time: 27.66min
RecEraser Sub-model 0, Epoch [84/2000], Runs: 753, Loss: 0.0259, UL AUC: 0.5323, ACC AUC: 0.6657, ACC NDCG@20: 0.0104, Sub_model training time: 27.98min
RecEraser Sub-model 0, Epoch [85/2000], Runs: 753, Loss: 0.0255, UL AUC: 0.5324, ACC AUC: 0.6659, ACC NDCG@20: 0.0105, Sub_model training time: 28.31min
RecEraser Sub-model 0, Epoch [86/2000], Runs: 753, Loss: 0.0260, UL AUC: 0.5326, ACC AUC: 0.6657, ACC NDCG@20: 0.0104, Sub_model training time: 28.64min
RecEraser Sub-model 0, Epoch [87/2000], Runs: 753, Loss: 0.0253, UL AUC: 0.5323, ACC AUC: 0.6656, ACC NDCG@20: 0.0106, Sub_model training time: 28.97min
RecEraser Sub-model 0, Epoch [88/2000], Runs: 753, Loss: 0.0256, UL AUC: 0.5321, ACC AUC: 0.6657, ACC NDCG@20: 0.0107, Sub_model training time: 29.31min
RecEraser Sub-model 0, Epoch [89/2000], Runs: 753, Loss: 0.0257, UL AUC: 0.5337, ACC AUC: 0.6654, ACC NDCG@20: 0.0106, Sub_model training time: 29.64min
RecEraser Sub-model 0, Epoch [90/2000], Runs: 753, Loss: 0.0256, UL AUC: 0.5330, ACC AUC: 0.6654, ACC NDCG@20: 0.0107, Sub_model training time: 29.96min
RecEraser Sub-model 0, Epoch [91/2000], Runs: 753, Loss: 0.0254, UL AUC: 0.5326, ACC AUC: 0.6652, ACC NDCG@20: 0.0108, Sub_model training time: 30.30min
RecEraser Sub-model 0, Epoch [92/2000], Runs: 753, Loss: 0.0254, UL AUC: 0.5323, ACC AUC: 0.6651, ACC NDCG@20: 0.0106, Sub_model training time: 30.63min
RecEraser Sub-model 0, Epoch [93/2000], Runs: 753, Loss: 0.0251, UL AUC: 0.5319, ACC AUC: 0.6653, ACC NDCG@20: 0.0105, Sub_model training time: 30.96min
RecEraser Sub-model 0, Epoch [94/2000], Runs: 753, Loss: 0.0251, UL AUC: 0.5320, ACC AUC: 0.6655, ACC NDCG@20: 0.0106, Sub_model training time: 31.29min
RecEraser Sub-model 0, Epoch [95/2000], Runs: 753, Loss: 0.0253, UL AUC: 0.5328, ACC AUC: 0.6656, ACC NDCG@20: 0.0106, Sub_model training time: 31.62min
RecEraser Sub-model 0, Epoch [96/2000], Runs: 753, Loss: 0.0253, UL AUC: 0.5328, ACC AUC: 0.6656, ACC NDCG@20: 0.0107, Sub_model training time: 31.95min
RecEraser Sub-model 0, Epoch [97/2000], Runs: 753, Loss: 0.0252, UL AUC: 0.5327, ACC AUC: 0.6660, ACC NDCG@20: 0.0104, Sub_model training time: 32.28min
RecEraser Sub-model 0, Epoch [98/2000], Runs: 753, Loss: 0.0248, UL AUC: 0.5327, ACC AUC: 0.6660, ACC NDCG@20: 0.0105, Sub_model training time: 32.62min
RecEraser Sub-model 0, Epoch [99/2000], Runs: 753, Loss: 0.0250, UL AUC: 0.5331, ACC AUC: 0.6664, ACC NDCG@20: 0.0106, Sub_model training time: 32.95min
RecEraser Sub-model 0, Epoch [100/2000], Runs: 753, Loss: 0.0248, UL AUC: 0.5337, ACC AUC: 0.6660, ACC NDCG@20: 0.0106, Sub_model training time: 33.28min
RecEraser Sub-model 0, Epoch [101/2000], Runs: 753, Loss: 0.0253, UL AUC: 0.5339, ACC AUC: 0.6663, ACC NDCG@20: 0.0105, Sub_model training time: 33.61min
RecEraser Sub-model 0, Epoch [102/2000], Runs: 753, Loss: 0.0244, UL AUC: 0.5345, ACC AUC: 0.6662, ACC NDCG@20: 0.0107, Sub_model training time: 33.94min
RecEraser Sub-model 0, Epoch [103/2000], Runs: 753, Loss: 0.0245, UL AUC: 0.5340, ACC AUC: 0.6659, ACC NDCG@20: 0.0107, Sub_model training time: 34.28min
RecEraser Sub-model 0, Epoch [104/2000], Runs: 753, Loss: 0.0246, UL AUC: 0.5333, ACC AUC: 0.6659, ACC NDCG@20: 0.0108, Sub_model training time: 34.61min
RecEraser Sub-model 0, Epoch [105/2000], Runs: 753, Loss: 0.0247, UL AUC: 0.5336, ACC AUC: 0.6657, ACC NDCG@20: 0.0106, Sub_model training time: 34.95min
RecEraser Sub-model 0, Epoch [106/2000], Runs: 753, Loss: 0.0247, UL AUC: 0.5329, ACC AUC: 0.6660, ACC NDCG@20: 0.0108, Sub_model training time: 35.29min
RecEraser Sub-model 0, Epoch [107/2000], Runs: 753, Loss: 0.0246, UL AUC: 0.5330, ACC AUC: 0.6662, ACC NDCG@20: 0.0108, Sub_model training time: 35.63min
RecEraser Sub-model 0, Epoch [108/2000], Runs: 753, Loss: 0.0245, UL AUC: 0.5325, ACC AUC: 0.6663, ACC NDCG@20: 0.0107, Sub_model training time: 35.96min
RecEraser Sub-model 0, Epoch [109/2000], Runs: 753, Loss: 0.0246, UL AUC: 0.5334, ACC AUC: 0.6663, ACC NDCG@20: 0.0109, Sub_model training time: 36.29min
RecEraser Sub-model 0, Epoch [110/2000], Runs: 753, Loss: 0.0245, UL AUC: 0.5342, ACC AUC: 0.6664, ACC NDCG@20: 0.0107, Sub_model training time: 36.62min
RecEraser Sub-model 0, Epoch [111/2000], Runs: 753, Loss: 0.0247, UL AUC: 0.5343, ACC AUC: 0.6662, ACC NDCG@20: 0.0107, Sub_model training time: 36.95min
RecEraser Sub-model 0, Epoch [112/2000], Runs: 753, Loss: 0.0243, UL AUC: 0.5341, ACC AUC: 0.6660, ACC NDCG@20: 0.0106, Sub_model training time: 37.28min
RecEraser Sub-model 0, Epoch [113/2000], Runs: 753, Loss: 0.0244, UL AUC: 0.5347, ACC AUC: 0.6665, ACC NDCG@20: 0.0106, Sub_model training time: 37.61min
RecEraser Sub-model 0, Epoch [114/2000], Runs: 753, Loss: 0.0239, UL AUC: 0.5339, ACC AUC: 0.6668, ACC NDCG@20: 0.0107, Sub_model training time: 37.94min
RecEraser Sub-model 0, Epoch [115/2000], Runs: 753, Loss: 0.0244, UL AUC: 0.5342, ACC AUC: 0.6665, ACC NDCG@20: 0.0107, Sub_model training time: 38.26min
RecEraser Sub-model 0, Epoch [116/2000], Runs: 753, Loss: 0.0242, UL AUC: 0.5347, ACC AUC: 0.6665, ACC NDCG@20: 0.0107, Sub_model training time: 38.60min
RecEraser Sub-model 0, Epoch [117/2000], Runs: 753, Loss: 0.0246, UL AUC: 0.5353, ACC AUC: 0.6667, ACC NDCG@20: 0.0109, Sub_model training time: 38.93min
RecEraser Sub-model 0, Epoch [118/2000], Runs: 753, Loss: 0.0244, UL AUC: 0.5363, ACC AUC: 0.6664, ACC NDCG@20: 0.0108, Sub_model training time: 39.26min
RecEraser Sub-model 0, Epoch [119/2000], Runs: 753, Loss: 0.0244, UL AUC: 0.5369, ACC AUC: 0.6667, ACC NDCG@20: 0.0107, Sub_model training time: 39.60min
RecEraser Sub-model 0, Epoch [120/2000], Runs: 753, Loss: 0.0242, UL AUC: 0.5367, ACC AUC: 0.6670, ACC NDCG@20: 0.0106, Sub_model training time: 39.93min
RecEraser Sub-model 0, Epoch [121/2000], Runs: 753, Loss: 0.0241, UL AUC: 0.5362, ACC AUC: 0.6671, ACC NDCG@20: 0.0107, Sub_model training time: 40.26min
RecEraser Sub-model 0, Epoch [122/2000], Runs: 753, Loss: 0.0244, UL AUC: 0.5360, ACC AUC: 0.6671, ACC NDCG@20: 0.0107, Sub_model training time: 40.60min
RecEraser Sub-model 0, Epoch [123/2000], Runs: 753, Loss: 0.0242, UL AUC: 0.5363, ACC AUC: 0.6669, ACC NDCG@20: 0.0108, Sub_model training time: 40.93min
RecEraser Sub-model 0, Epoch [124/2000], Runs: 753, Loss: 0.0241, UL AUC: 0.5368, ACC AUC: 0.6666, ACC NDCG@20: 0.0108, Sub_model training time: 41.26min
RecEraser Sub-model 0, Epoch [125/2000], Runs: 753, Loss: 0.0242, UL AUC: 0.5369, ACC AUC: 0.6664, ACC NDCG@20: 0.0108, Sub_model training time: 41.59min
RecEraser Sub-model 0, Epoch [126/2000], Runs: 753, Loss: 0.0238, UL AUC: 0.5361, ACC AUC: 0.6666, ACC NDCG@20: 0.0108, Sub_model training time: 41.92min
RecEraser Sub-model 0, Epoch [127/2000], Runs: 753, Loss: 0.0239, UL AUC: 0.5357, ACC AUC: 0.6663, ACC NDCG@20: 0.0107, Sub_model training time: 42.26min
RecEraser Sub-model 0, Epoch [128/2000], Runs: 753, Loss: 0.0237, UL AUC: 0.5350, ACC AUC: 0.6666, ACC NDCG@20: 0.0107, Sub_model training time: 42.59min
RecEraser Sub-model 0, Epoch [129/2000], Runs: 753, Loss: 0.0239, UL AUC: 0.5347, ACC AUC: 0.6668, ACC NDCG@20: 0.0107, Sub_model training time: 42.93min
RecEraser Sub-model 0, Epoch [130/2000], Runs: 753, Loss: 0.0239, UL AUC: 0.5347, ACC AUC: 0.6669, ACC NDCG@20: 0.0106, Sub_model training time: 43.26min
RecEraser Sub-model 0, Epoch [131/2000], Runs: 753, Loss: 0.0238, UL AUC: 0.5350, ACC AUC: 0.6665, ACC NDCG@20: 0.0107, Sub_model training time: 43.59min
RecEraser Sub-model 0, Epoch [132/2000], Runs: 753, Loss: 0.0238, UL AUC: 0.5353, ACC AUC: 0.6663, ACC NDCG@20: 0.0109, Sub_model training time: 43.93min
RecEraser Sub-model 0, Epoch [133/2000], Runs: 753, Loss: 0.0238, UL AUC: 0.5354, ACC AUC: 0.6664, ACC NDCG@20: 0.0110, Sub_model training time: 44.26min
RecEraser Sub-model 0, Epoch [134/2000], Runs: 753, Loss: 0.0238, UL AUC: 0.5360, ACC AUC: 0.6665, ACC NDCG@20: 0.0111, Sub_model training time: 44.60min
RecEraser Sub-model 0, Epoch [135/2000], Runs: 753, Loss: 0.0237, UL AUC: 0.5363, ACC AUC: 0.6661, ACC NDCG@20: 0.0110, Sub_model training time: 44.93min
RecEraser Sub-model 0, Epoch [136/2000], Runs: 753, Loss: 0.0237, UL AUC: 0.5358, ACC AUC: 0.6662, ACC NDCG@20: 0.0110, Sub_model training time: 45.26min
RecEraser Sub-model 0, Epoch [137/2000], Runs: 753, Loss: 0.0233, UL AUC: 0.5351, ACC AUC: 0.6666, ACC NDCG@20: 0.0109, Sub_model training time: 45.59min
RecEraser Sub-model 0, Epoch [138/2000], Runs: 753, Loss: 0.0238, UL AUC: 0.5356, ACC AUC: 0.6662, ACC NDCG@20: 0.0109, Sub_model training time: 45.93min
RecEraser Sub-model 0, Epoch [139/2000], Runs: 753, Loss: 0.0235, UL AUC: 0.5353, ACC AUC: 0.6663, ACC NDCG@20: 0.0109, Sub_model training time: 46.26min
RecEraser Sub-model 0, Epoch [140/2000], Runs: 753, Loss: 0.0239, UL AUC: 0.5344, ACC AUC: 0.6666, ACC NDCG@20: 0.0110, Sub_model training time: 46.59min
RecEraser Sub-model 0, Epoch [141/2000], Runs: 753, Loss: 0.0235, UL AUC: 0.5341, ACC AUC: 0.6665, ACC NDCG@20: 0.0110, Sub_model training time: 46.92min
RecEraser Sub-model 0, Epoch [142/2000], Runs: 753, Loss: 0.0236, UL AUC: 0.5344, ACC AUC: 0.6660, ACC NDCG@20: 0.0109, Sub_model training time: 47.25min
RecEraser Sub-model 0, Epoch [143/2000], Runs: 753, Loss: 0.0236, UL AUC: 0.5333, ACC AUC: 0.6664, ACC NDCG@20: 0.0109, Sub_model training time: 47.59min
RecEraser Sub-model 0, Epoch [144/2000], Runs: 753, Loss: 0.0234, UL AUC: 0.5338, ACC AUC: 0.6661, ACC NDCG@20: 0.0111, Sub_model training time: 47.92min
RecEraser Sub-model 0, Epoch [145/2000], Runs: 753, Loss: 0.0235, UL AUC: 0.5341, ACC AUC: 0.6662, ACC NDCG@20: 0.0111, Sub_model training time: 48.25min
RecEraser Sub-model 0, Epoch [146/2000], Runs: 753, Loss: 0.0239, UL AUC: 0.5352, ACC AUC: 0.6658, ACC NDCG@20: 0.0107, Sub_model training time: 48.58min
RecEraser Sub-model 0, Epoch [147/2000], Runs: 753, Loss: 0.0236, UL AUC: 0.5350, ACC AUC: 0.6662, ACC NDCG@20: 0.0109, Sub_model training time: 48.91min
RecEraser Sub-model 0, Epoch [148/2000], Runs: 753, Loss: 0.0238, UL AUC: 0.5342, ACC AUC: 0.6665, ACC NDCG@20: 0.0109, Sub_model training time: 49.25min
RecEraser Sub-model 0, Epoch [149/2000], Runs: 753, Loss: 0.0235, UL AUC: 0.5339, ACC AUC: 0.6663, ACC NDCG@20: 0.0108, Sub_model training time: 49.58min
RecEraser Sub-model 0, Epoch [150/2000], Runs: 753, Loss: 0.0235, UL AUC: 0.5333, ACC AUC: 0.6662, ACC NDCG@20: 0.0108, Sub_model training time: 49.91min
RecEraser Sub-model 0, Epoch [151/2000], Runs: 753, Loss: 0.0234, UL AUC: 0.5329, ACC AUC: 0.6662, ACC NDCG@20: 0.0111, Sub_model training time: 50.25min
RecEraser Sub-model 0, Epoch [152/2000], Runs: 753, Loss: 0.0232, UL AUC: 0.5340, ACC AUC: 0.6662, ACC NDCG@20: 0.0110, Sub_model training time: 50.58min
RecEraser Sub-model 0, Epoch [153/2000], Runs: 753, Loss: 0.0234, UL AUC: 0.5351, ACC AUC: 0.6663, ACC NDCG@20: 0.0112, Sub_model training time: 50.92min
RecEraser Sub-model 0, Epoch [154/2000], Runs: 753, Loss: 0.0235, UL AUC: 0.5352, ACC AUC: 0.6660, ACC NDCG@20: 0.0110, Sub_model training time: 51.25min
RecEraser Sub-model 0, Epoch [155/2000], Runs: 753, Loss: 0.0236, UL AUC: 0.5349, ACC AUC: 0.6660, ACC NDCG@20: 0.0110, Sub_model training time: 51.58min
RecEraser Sub-model 0, Epoch [156/2000], Runs: 753, Loss: 0.0231, UL AUC: 0.5354, ACC AUC: 0.6664, ACC NDCG@20: 0.0109, Sub_model training time: 51.91min
RecEraser Sub-model 0, Epoch [157/2000], Runs: 753, Loss: 0.0234, UL AUC: 0.5353, ACC AUC: 0.6664, ACC NDCG@20: 0.0109, Sub_model training time: 52.25min
RecEraser Sub-model 0, Epoch [158/2000], Runs: 753, Loss: 0.0234, UL AUC: 0.5357, ACC AUC: 0.6666, ACC NDCG@20: 0.0108, Sub_model training time: 52.59min
RecEraser Sub-model 0, Epoch [159/2000], Runs: 753, Loss: 0.0235, UL AUC: 0.5349, ACC AUC: 0.6668, ACC NDCG@20: 0.0109, Sub_model training time: 52.92min
RecEraser Sub-model 0, Epoch [160/2000], Runs: 753, Loss: 0.0227, UL AUC: 0.5361, ACC AUC: 0.6668, ACC NDCG@20: 0.0108, Sub_model training time: 53.25min
RecEraser Sub-model 0, Epoch [161/2000], Runs: 753, Loss: 0.0232, UL AUC: 0.5358, ACC AUC: 0.6667, ACC NDCG@20: 0.0109, Sub_model training time: 53.58min
RecEraser Sub-model 0, Epoch [162/2000], Runs: 753, Loss: 0.0233, UL AUC: 0.5354, ACC AUC: 0.6667, ACC NDCG@20: 0.0109, Sub_model training time: 53.92min
RecEraser Sub-model 0, Epoch [163/2000], Runs: 753, Loss: 0.0231, UL AUC: 0.5354, ACC AUC: 0.6666, ACC NDCG@20: 0.0108, Sub_model training time: 54.24min
RecEraser Sub-model 0, Epoch [164/2000], Runs: 753, Loss: 0.0232, UL AUC: 0.5357, ACC AUC: 0.6666, ACC NDCG@20: 0.0109, Sub_model training time: 54.58min
RecEraser Sub-model 0, Epoch [165/2000], Runs: 753, Loss: 0.0234, UL AUC: 0.5351, ACC AUC: 0.6665, ACC NDCG@20: 0.0109, Sub_model training time: 54.91min
RecEraser Sub-model 0, Epoch [166/2000], Runs: 753, Loss: 0.0233, UL AUC: 0.5352, ACC AUC: 0.6664, ACC NDCG@20: 0.0109, Sub_model training time: 55.25min
RecEraser Sub-model 0, Epoch [167/2000], Runs: 753, Loss: 0.0226, UL AUC: 0.5348, ACC AUC: 0.6664, ACC NDCG@20: 0.0110, Sub_model training time: 55.58min
RecEraser Sub-model 0, Epoch [168/2000], Runs: 753, Loss: 0.0231, UL AUC: 0.5352, ACC AUC: 0.6663, ACC NDCG@20: 0.0109, Sub_model training time: 55.91min
RecEraser Sub-model 0, Epoch [169/2000], Runs: 753, Loss: 0.0232, UL AUC: 0.5358, ACC AUC: 0.6662, ACC NDCG@20: 0.0107, Sub_model training time: 56.24min
RecEraser Sub-model 0, Epoch [170/2000], Runs: 753, Loss: 0.0229, UL AUC: 0.5356, ACC AUC: 0.6664, ACC NDCG@20: 0.0110, Sub_model training time: 56.57min
RecEraser Sub-model 0, Epoch [171/2000], Runs: 753, Loss: 0.0229, UL AUC: 0.5354, ACC AUC: 0.6667, ACC NDCG@20: 0.0109, Sub_model training time: 56.91min
RecEraser Sub-model 0, Epoch [172/2000], Runs: 753, Loss: 0.0233, UL AUC: 0.5356, ACC AUC: 0.6665, ACC NDCG@20: 0.0110, Sub_model training time: 57.23min
RecEraser Sub-model 0, Epoch [173/2000], Runs: 753, Loss: 0.0229, UL AUC: 0.5360, ACC AUC: 0.6667, ACC NDCG@20: 0.0110, Sub_model training time: 57.57min
RecEraser Sub-model 0, Epoch [174/2000], Runs: 753, Loss: 0.0229, UL AUC: 0.5356, ACC AUC: 0.6668, ACC NDCG@20: 0.0109, Sub_model training time: 57.90min
RecEraser Sub-model 0, Epoch [175/2000], Runs: 753, Loss: 0.0232, UL AUC: 0.5361, ACC AUC: 0.6660, ACC NDCG@20: 0.0109, Sub_model training time: 58.23min
RecEraser Sub-model 0, Epoch [176/2000], Runs: 753, Loss: 0.0226, UL AUC: 0.5352, ACC AUC: 0.6662, ACC NDCG@20: 0.0111, Sub_model training time: 58.57min
RecEraser Sub-model 0, Epoch [177/2000], Runs: 753, Loss: 0.0233, UL AUC: 0.5356, ACC AUC: 0.6656, ACC NDCG@20: 0.0110, Sub_model training time: 58.90min
RecEraser Sub-model 0, Epoch [178/2000], Runs: 753, Loss: 0.0232, UL AUC: 0.5358, ACC AUC: 0.6661, ACC NDCG@20: 0.0110, Sub_model training time: 59.23min
RecEraser Sub-model 0, Epoch [179/2000], Runs: 753, Loss: 0.0231, UL AUC: 0.5364, ACC AUC: 0.6660, ACC NDCG@20: 0.0110, Sub_model training time: 59.56min
RecEraser Sub-model 0, Epoch [180/2000], Runs: 753, Loss: 0.0230, UL AUC: 0.5359, ACC AUC: 0.6662, ACC NDCG@20: 0.0108, Sub_model training time: 59.89min
RecEraser Sub-model 0, Epoch [181/2000], Runs: 753, Loss: 0.0234, UL AUC: 0.5364, ACC AUC: 0.6659, ACC NDCG@20: 0.0109, Sub_model training time: 60.22min
RecEraser Sub-model 0, Epoch [182/2000], Runs: 753, Loss: 0.0232, UL AUC: 0.5354, ACC AUC: 0.6661, ACC NDCG@20: 0.0109, Sub_model training time: 60.55min
RecEraser Sub-model 0, Epoch [183/2000], Runs: 753, Loss: 0.0229, UL AUC: 0.5360, ACC AUC: 0.6662, ACC NDCG@20: 0.0109, Sub_model training time: 60.88min
RecEraser Sub-model 0, Epoch [184/2000], Runs: 753, Loss: 0.0230, UL AUC: 0.5361, ACC AUC: 0.6663, ACC NDCG@20: 0.0108, Sub_model training time: 61.21min
RecEraser Sub-model 0, Epoch [185/2000], Runs: 753, Loss: 0.0228, UL AUC: 0.5362, ACC AUC: 0.6661, ACC NDCG@20: 0.0110, Sub_model training time: 61.55min
RecEraser Sub-model 0, Epoch [186/2000], Runs: 753, Loss: 0.0229, UL AUC: 0.5362, ACC AUC: 0.6660, ACC NDCG@20: 0.0110, Sub_model training time: 61.88min
RecEraser Sub-model 0, Epoch [187/2000], Runs: 753, Loss: 0.0228, UL AUC: 0.5354, ACC AUC: 0.6664, ACC NDCG@20: 0.0110, Sub_model training time: 62.20min
RecEraser Sub-model 0, Epoch [188/2000], Runs: 753, Loss: 0.0230, UL AUC: 0.5358, ACC AUC: 0.6665, ACC NDCG@20: 0.0109, Sub_model training time: 62.53min
RecEraser Sub-model 0, Epoch [189/2000], Runs: 753, Loss: 0.0229, UL AUC: 0.5366, ACC AUC: 0.6666, ACC NDCG@20: 0.0111, Sub_model training time: 62.86min
RecEraser Sub-model 0, Epoch [190/2000], Runs: 753, Loss: 0.0229, UL AUC: 0.5365, ACC AUC: 0.6666, ACC NDCG@20: 0.0111, Sub_model training time: 63.19min
RecEraser Sub-model 0, Epoch [191/2000], Runs: 753, Loss: 0.0228, UL AUC: 0.5360, ACC AUC: 0.6665, ACC NDCG@20: 0.0110, Sub_model training time: 63.52min
RecEraser Sub-model 0, Epoch [192/2000], Runs: 753, Loss: 0.0230, UL AUC: 0.5360, ACC AUC: 0.6664, ACC NDCG@20: 0.0110, Sub_model training time: 63.85min
RecEraser Sub-model 0, Epoch [193/2000], Runs: 753, Loss: 0.0229, UL AUC: 0.5354, ACC AUC: 0.6662, ACC NDCG@20: 0.0109, Sub_model training time: 64.18min
RecEraser Sub-model 0, Epoch [194/2000], Runs: 753, Loss: 0.0229, UL AUC: 0.5353, ACC AUC: 0.6662, ACC NDCG@20: 0.0110, Sub_model training time: 64.51min
RecEraser Sub-model 0, Epoch [195/2000], Runs: 753, Loss: 0.0227, UL AUC: 0.5357, ACC AUC: 0.6664, ACC NDCG@20: 0.0108, Sub_model training time: 64.84min
RecEraser Sub-model 0, Epoch [196/2000], Runs: 753, Loss: 0.0230, UL AUC: 0.5360, ACC AUC: 0.6664, ACC NDCG@20: 0.0108, Sub_model training time: 65.17min
RecEraser Sub-model 0, Epoch [197/2000], Runs: 753, Loss: 0.0228, UL AUC: 0.5355, ACC AUC: 0.6664, ACC NDCG@20: 0.0108, Sub_model training time: 65.49min
RecEraser Sub-model 0, Epoch [198/2000], Runs: 753, Loss: 0.0228, UL AUC: 0.5352, ACC AUC: 0.6660, ACC NDCG@20: 0.0110, Sub_model training time: 65.82min
RecEraser Sub-model 0, Epoch [199/2000], Runs: 753, Loss: 0.0227, UL AUC: 0.5354, ACC AUC: 0.6660, ACC NDCG@20: 0.0110, Sub_model training time: 66.15min
RecEraser Sub-model 0, Epoch [200/2000], Runs: 753, Loss: 0.0229, UL AUC: 0.5357, ACC AUC: 0.6660, ACC NDCG@20: 0.0108, Sub_model training time: 66.48min
RecEraser Sub-model 0, Epoch [201/2000], Runs: 753, Loss: 0.0227, UL AUC: 0.5354, ACC AUC: 0.6660, ACC NDCG@20: 0.0107, Sub_model training time: 66.81min
RecEraser Sub-model 0, Epoch [202/2000], Runs: 753, Loss: 0.0229, UL AUC: 0.5353, ACC AUC: 0.6663, ACC NDCG@20: 0.0109, Sub_model training time: 67.14min
RecEraser Sub-model 0, Epoch [203/2000], Runs: 753, Loss: 0.0231, UL AUC: 0.5350, ACC AUC: 0.6657, ACC NDCG@20: 0.0110, Sub_model training time: 67.47min
[RecEraser] START training sub-model 1, current time: 67.84min.
RecEraser Sub-model 1, Epoch [1/2000], Runs: 801, Loss: 0.2545, UL AUC: 0.5068, ACC AUC: 0.6301, ACC NDCG@20: 0.0085, Sub_model training time: 0.34min
RecEraser Sub-model 1, Epoch [2/2000], Runs: 801, Loss: 0.1504, UL AUC: 0.5082, ACC AUC: 0.6421, ACC NDCG@20: 0.0094, Sub_model training time: 0.68min
RecEraser Sub-model 1, Epoch [3/2000], Runs: 801, Loss: 0.1243, UL AUC: 0.5094, ACC AUC: 0.6511, ACC NDCG@20: 0.0101, Sub_model training time: 1.03min
RecEraser Sub-model 1, Epoch [4/2000], Runs: 801, Loss: 0.1062, UL AUC: 0.5099, ACC AUC: 0.6578, ACC NDCG@20: 0.0107, Sub_model training time: 1.38min
RecEraser Sub-model 1, Epoch [5/2000], Runs: 801, Loss: 0.0935, UL AUC: 0.5109, ACC AUC: 0.6631, ACC NDCG@20: 0.0110, Sub_model training time: 1.72min
RecEraser Sub-model 1, Epoch [6/2000], Runs: 801, Loss: 0.0851, UL AUC: 0.5118, ACC AUC: 0.6672, ACC NDCG@20: 0.0115, Sub_model training time: 2.06min
RecEraser Sub-model 1, Epoch [7/2000], Runs: 801, Loss: 0.0783, UL AUC: 0.5126, ACC AUC: 0.6705, ACC NDCG@20: 0.0119, Sub_model training time: 2.40min
RecEraser Sub-model 1, Epoch [8/2000], Runs: 801, Loss: 0.0719, UL AUC: 0.5133, ACC AUC: 0.6738, ACC NDCG@20: 0.0121, Sub_model training time: 2.74min
RecEraser Sub-model 1, Epoch [9/2000], Runs: 801, Loss: 0.0671, UL AUC: 0.5138, ACC AUC: 0.6757, ACC NDCG@20: 0.0123, Sub_model training time: 3.08min
RecEraser Sub-model 1, Epoch [10/2000], Runs: 801, Loss: 0.0631, UL AUC: 0.5143, ACC AUC: 0.6779, ACC NDCG@20: 0.0123, Sub_model training time: 3.42min
RecEraser Sub-model 1, Epoch [11/2000], Runs: 801, Loss: 0.0591, UL AUC: 0.5157, ACC AUC: 0.6794, ACC NDCG@20: 0.0124, Sub_model training time: 3.76min
RecEraser Sub-model 1, Epoch [12/2000], Runs: 801, Loss: 0.0568, UL AUC: 0.5160, ACC AUC: 0.6804, ACC NDCG@20: 0.0127, Sub_model training time: 4.10min
RecEraser Sub-model 1, Epoch [13/2000], Runs: 801, Loss: 0.0540, UL AUC: 0.5168, ACC AUC: 0.6815, ACC NDCG@20: 0.0125, Sub_model training time: 4.44min
RecEraser Sub-model 1, Epoch [14/2000], Runs: 801, Loss: 0.0524, UL AUC: 0.5173, ACC AUC: 0.6825, ACC NDCG@20: 0.0127, Sub_model training time: 4.79min
RecEraser Sub-model 1, Epoch [15/2000], Runs: 801, Loss: 0.0507, UL AUC: 0.5185, ACC AUC: 0.6830, ACC NDCG@20: 0.0129, Sub_model training time: 5.13min
RecEraser Sub-model 1, Epoch [16/2000], Runs: 801, Loss: 0.0488, UL AUC: 0.5192, ACC AUC: 0.6832, ACC NDCG@20: 0.0129, Sub_model training time: 5.48min
RecEraser Sub-model 1, Epoch [17/2000], Runs: 801, Loss: 0.0469, UL AUC: 0.5195, ACC AUC: 0.6837, ACC NDCG@20: 0.0129, Sub_model training time: 5.82min
RecEraser Sub-model 1, Epoch [18/2000], Runs: 801, Loss: 0.0459, UL AUC: 0.5202, ACC AUC: 0.6834, ACC NDCG@20: 0.0130, Sub_model training time: 6.16min
RecEraser Sub-model 1, Epoch [19/2000], Runs: 801, Loss: 0.0441, UL AUC: 0.5198, ACC AUC: 0.6837, ACC NDCG@20: 0.0132, Sub_model training time: 6.50min
RecEraser Sub-model 1, Epoch [20/2000], Runs: 801, Loss: 0.0431, UL AUC: 0.5208, ACC AUC: 0.6834, ACC NDCG@20: 0.0130, Sub_model training time: 6.84min
RecEraser Sub-model 1, Epoch [21/2000], Runs: 801, Loss: 0.0426, UL AUC: 0.5211, ACC AUC: 0.6831, ACC NDCG@20: 0.0128, Sub_model training time: 7.18min
RecEraser Sub-model 1, Epoch [22/2000], Runs: 801, Loss: 0.0409, UL AUC: 0.5219, ACC AUC: 0.6829, ACC NDCG@20: 0.0129, Sub_model training time: 7.52min
RecEraser Sub-model 1, Epoch [23/2000], Runs: 801, Loss: 0.0407, UL AUC: 0.5217, ACC AUC: 0.6827, ACC NDCG@20: 0.0131, Sub_model training time: 7.86min
RecEraser Sub-model 1, Epoch [24/2000], Runs: 801, Loss: 0.0397, UL AUC: 0.5225, ACC AUC: 0.6820, ACC NDCG@20: 0.0129, Sub_model training time: 8.20min
RecEraser Sub-model 1, Epoch [25/2000], Runs: 801, Loss: 0.0390, UL AUC: 0.5235, ACC AUC: 0.6819, ACC NDCG@20: 0.0129, Sub_model training time: 8.54min
RecEraser Sub-model 1, Epoch [26/2000], Runs: 801, Loss: 0.0382, UL AUC: 0.5236, ACC AUC: 0.6817, ACC NDCG@20: 0.0126, Sub_model training time: 8.88min
RecEraser Sub-model 1, Epoch [27/2000], Runs: 801, Loss: 0.0373, UL AUC: 0.5239, ACC AUC: 0.6818, ACC NDCG@20: 0.0129, Sub_model training time: 9.22min
RecEraser Sub-model 1, Epoch [28/2000], Runs: 801, Loss: 0.0373, UL AUC: 0.5249, ACC AUC: 0.6810, ACC NDCG@20: 0.0129, Sub_model training time: 9.56min
RecEraser Sub-model 1, Epoch [29/2000], Runs: 801, Loss: 0.0365, UL AUC: 0.5256, ACC AUC: 0.6804, ACC NDCG@20: 0.0129, Sub_model training time: 9.90min
RecEraser Sub-model 1, Epoch [30/2000], Runs: 801, Loss: 0.0364, UL AUC: 0.5258, ACC AUC: 0.6805, ACC NDCG@20: 0.0131, Sub_model training time: 10.25min
RecEraser Sub-model 1, Epoch [31/2000], Runs: 801, Loss: 0.0353, UL AUC: 0.5257, ACC AUC: 0.6803, ACC NDCG@20: 0.0131, Sub_model training time: 10.59min
RecEraser Sub-model 1, Epoch [32/2000], Runs: 801, Loss: 0.0351, UL AUC: 0.5269, ACC AUC: 0.6801, ACC NDCG@20: 0.0132, Sub_model training time: 10.93min
RecEraser Sub-model 1, Epoch [33/2000], Runs: 801, Loss: 0.0347, UL AUC: 0.5270, ACC AUC: 0.6798, ACC NDCG@20: 0.0130, Sub_model training time: 11.28min
RecEraser Sub-model 1, Epoch [34/2000], Runs: 801, Loss: 0.0342, UL AUC: 0.5271, ACC AUC: 0.6798, ACC NDCG@20: 0.0132, Sub_model training time: 11.62min
RecEraser Sub-model 1, Epoch [35/2000], Runs: 801, Loss: 0.0344, UL AUC: 0.5274, ACC AUC: 0.6794, ACC NDCG@20: 0.0133, Sub_model training time: 11.97min
RecEraser Sub-model 1, Epoch [36/2000], Runs: 801, Loss: 0.0342, UL AUC: 0.5274, ACC AUC: 0.6792, ACC NDCG@20: 0.0133, Sub_model training time: 12.31min
RecEraser Sub-model 1, Epoch [37/2000], Runs: 801, Loss: 0.0334, UL AUC: 0.5271, ACC AUC: 0.6787, ACC NDCG@20: 0.0132, Sub_model training time: 12.64min
RecEraser Sub-model 1, Epoch [38/2000], Runs: 801, Loss: 0.0327, UL AUC: 0.5283, ACC AUC: 0.6786, ACC NDCG@20: 0.0131, Sub_model training time: 12.98min
RecEraser Sub-model 1, Epoch [39/2000], Runs: 801, Loss: 0.0324, UL AUC: 0.5281, ACC AUC: 0.6785, ACC NDCG@20: 0.0130, Sub_model training time: 13.32min
RecEraser Sub-model 1, Epoch [40/2000], Runs: 801, Loss: 0.0327, UL AUC: 0.5281, ACC AUC: 0.6781, ACC NDCG@20: 0.0131, Sub_model training time: 13.66min
RecEraser Sub-model 1, Epoch [41/2000], Runs: 801, Loss: 0.0320, UL AUC: 0.5293, ACC AUC: 0.6781, ACC NDCG@20: 0.0130, Sub_model training time: 14.00min
RecEraser Sub-model 1, Epoch [42/2000], Runs: 801, Loss: 0.0321, UL AUC: 0.5292, ACC AUC: 0.6785, ACC NDCG@20: 0.0130, Sub_model training time: 14.35min
RecEraser Sub-model 1, Epoch [43/2000], Runs: 801, Loss: 0.0315, UL AUC: 0.5295, ACC AUC: 0.6783, ACC NDCG@20: 0.0130, Sub_model training time: 14.69min
RecEraser Sub-model 1, Epoch [44/2000], Runs: 801, Loss: 0.0318, UL AUC: 0.5295, ACC AUC: 0.6782, ACC NDCG@20: 0.0132, Sub_model training time: 15.03min
RecEraser Sub-model 1, Epoch [45/2000], Runs: 801, Loss: 0.0312, UL AUC: 0.5297, ACC AUC: 0.6779, ACC NDCG@20: 0.0130, Sub_model training time: 15.37min
RecEraser Sub-model 1, Epoch [46/2000], Runs: 801, Loss: 0.0313, UL AUC: 0.5301, ACC AUC: 0.6781, ACC NDCG@20: 0.0131, Sub_model training time: 15.71min
RecEraser Sub-model 1, Epoch [47/2000], Runs: 801, Loss: 0.0308, UL AUC: 0.5304, ACC AUC: 0.6771, ACC NDCG@20: 0.0131, Sub_model training time: 16.05min
RecEraser Sub-model 1, Epoch [48/2000], Runs: 801, Loss: 0.0306, UL AUC: 0.5302, ACC AUC: 0.6777, ACC NDCG@20: 0.0130, Sub_model training time: 16.39min
RecEraser Sub-model 1, Epoch [49/2000], Runs: 801, Loss: 0.0304, UL AUC: 0.5302, ACC AUC: 0.6776, ACC NDCG@20: 0.0130, Sub_model training time: 16.73min
RecEraser Sub-model 1, Epoch [50/2000], Runs: 801, Loss: 0.0303, UL AUC: 0.5302, ACC AUC: 0.6775, ACC NDCG@20: 0.0132, Sub_model training time: 17.07min
RecEraser Sub-model 1, Epoch [51/2000], Runs: 801, Loss: 0.0299, UL AUC: 0.5297, ACC AUC: 0.6771, ACC NDCG@20: 0.0132, Sub_model training time: 17.41min
RecEraser Sub-model 1, Epoch [52/2000], Runs: 801, Loss: 0.0297, UL AUC: 0.5286, ACC AUC: 0.6772, ACC NDCG@20: 0.0132, Sub_model training time: 17.75min
RecEraser Sub-model 1, Epoch [53/2000], Runs: 801, Loss: 0.0295, UL AUC: 0.5297, ACC AUC: 0.6772, ACC NDCG@20: 0.0130, Sub_model training time: 18.09min
RecEraser Sub-model 1, Epoch [54/2000], Runs: 801, Loss: 0.0295, UL AUC: 0.5305, ACC AUC: 0.6774, ACC NDCG@20: 0.0131, Sub_model training time: 18.44min
RecEraser Sub-model 1, Epoch [55/2000], Runs: 801, Loss: 0.0294, UL AUC: 0.5304, ACC AUC: 0.6774, ACC NDCG@20: 0.0134, Sub_model training time: 18.78min
RecEraser Sub-model 1, Epoch [56/2000], Runs: 801, Loss: 0.0291, UL AUC: 0.5312, ACC AUC: 0.6767, ACC NDCG@20: 0.0131, Sub_model training time: 19.13min
RecEraser Sub-model 1, Epoch [57/2000], Runs: 801, Loss: 0.0291, UL AUC: 0.5321, ACC AUC: 0.6767, ACC NDCG@20: 0.0133, Sub_model training time: 19.47min
RecEraser Sub-model 1, Epoch [58/2000], Runs: 801, Loss: 0.0289, UL AUC: 0.5322, ACC AUC: 0.6762, ACC NDCG@20: 0.0132, Sub_model training time: 19.81min
RecEraser Sub-model 1, Epoch [59/2000], Runs: 801, Loss: 0.0286, UL AUC: 0.5319, ACC AUC: 0.6768, ACC NDCG@20: 0.0134, Sub_model training time: 20.15min
RecEraser Sub-model 1, Epoch [60/2000], Runs: 801, Loss: 0.0285, UL AUC: 0.5320, ACC AUC: 0.6769, ACC NDCG@20: 0.0135, Sub_model training time: 20.49min
RecEraser Sub-model 1, Epoch [61/2000], Runs: 801, Loss: 0.0288, UL AUC: 0.5312, ACC AUC: 0.6765, ACC NDCG@20: 0.0137, Sub_model training time: 20.83min
RecEraser Sub-model 1, Epoch [62/2000], Runs: 801, Loss: 0.0284, UL AUC: 0.5317, ACC AUC: 0.6759, ACC NDCG@20: 0.0137, Sub_model training time: 21.16min
RecEraser Sub-model 1, Epoch [63/2000], Runs: 801, Loss: 0.0286, UL AUC: 0.5315, ACC AUC: 0.6767, ACC NDCG@20: 0.0137, Sub_model training time: 21.50min
RecEraser Sub-model 1, Epoch [64/2000], Runs: 801, Loss: 0.0281, UL AUC: 0.5313, ACC AUC: 0.6771, ACC NDCG@20: 0.0136, Sub_model training time: 21.84min
RecEraser Sub-model 1, Epoch [65/2000], Runs: 801, Loss: 0.0279, UL AUC: 0.5313, ACC AUC: 0.6769, ACC NDCG@20: 0.0134, Sub_model training time: 22.19min
RecEraser Sub-model 1, Epoch [66/2000], Runs: 801, Loss: 0.0280, UL AUC: 0.5304, ACC AUC: 0.6766, ACC NDCG@20: 0.0134, Sub_model training time: 22.53min
RecEraser Sub-model 1, Epoch [67/2000], Runs: 801, Loss: 0.0278, UL AUC: 0.5319, ACC AUC: 0.6773, ACC NDCG@20: 0.0132, Sub_model training time: 22.87min
RecEraser Sub-model 1, Epoch [68/2000], Runs: 801, Loss: 0.0277, UL AUC: 0.5316, ACC AUC: 0.6771, ACC NDCG@20: 0.0135, Sub_model training time: 23.21min
RecEraser Sub-model 1, Epoch [69/2000], Runs: 801, Loss: 0.0274, UL AUC: 0.5324, ACC AUC: 0.6765, ACC NDCG@20: 0.0135, Sub_model training time: 23.56min
RecEraser Sub-model 1, Epoch [70/2000], Runs: 801, Loss: 0.0273, UL AUC: 0.5333, ACC AUC: 0.6775, ACC NDCG@20: 0.0136, Sub_model training time: 23.90min
RecEraser Sub-model 1, Epoch [71/2000], Runs: 801, Loss: 0.0274, UL AUC: 0.5331, ACC AUC: 0.6769, ACC NDCG@20: 0.0135, Sub_model training time: 24.25min
RecEraser Sub-model 1, Epoch [72/2000], Runs: 801, Loss: 0.0273, UL AUC: 0.5330, ACC AUC: 0.6770, ACC NDCG@20: 0.0138, Sub_model training time: 24.58min
RecEraser Sub-model 1, Epoch [73/2000], Runs: 801, Loss: 0.0275, UL AUC: 0.5336, ACC AUC: 0.6769, ACC NDCG@20: 0.0138, Sub_model training time: 24.93min
RecEraser Sub-model 1, Epoch [74/2000], Runs: 801, Loss: 0.0277, UL AUC: 0.5338, ACC AUC: 0.6774, ACC NDCG@20: 0.0138, Sub_model training time: 25.28min
RecEraser Sub-model 1, Epoch [75/2000], Runs: 801, Loss: 0.0273, UL AUC: 0.5334, ACC AUC: 0.6768, ACC NDCG@20: 0.0140, Sub_model training time: 25.62min
RecEraser Sub-model 1, Epoch [76/2000], Runs: 801, Loss: 0.0273, UL AUC: 0.5337, ACC AUC: 0.6771, ACC NDCG@20: 0.0139, Sub_model training time: 25.96min
RecEraser Sub-model 1, Epoch [77/2000], Runs: 801, Loss: 0.0268, UL AUC: 0.5330, ACC AUC: 0.6772, ACC NDCG@20: 0.0139, Sub_model training time: 26.30min
RecEraser Sub-model 1, Epoch [78/2000], Runs: 801, Loss: 0.0272, UL AUC: 0.5333, ACC AUC: 0.6770, ACC NDCG@20: 0.0140, Sub_model training time: 26.64min
RecEraser Sub-model 1, Epoch [79/2000], Runs: 801, Loss: 0.0266, UL AUC: 0.5340, ACC AUC: 0.6769, ACC NDCG@20: 0.0139, Sub_model training time: 26.99min
RecEraser Sub-model 1, Epoch [80/2000], Runs: 801, Loss: 0.0267, UL AUC: 0.5341, ACC AUC: 0.6767, ACC NDCG@20: 0.0139, Sub_model training time: 27.34min
RecEraser Sub-model 1, Epoch [81/2000], Runs: 801, Loss: 0.0266, UL AUC: 0.5355, ACC AUC: 0.6770, ACC NDCG@20: 0.0138, Sub_model training time: 27.69min
RecEraser Sub-model 1, Epoch [82/2000], Runs: 801, Loss: 0.0264, UL AUC: 0.5348, ACC AUC: 0.6769, ACC NDCG@20: 0.0140, Sub_model training time: 28.03min
RecEraser Sub-model 1, Epoch [83/2000], Runs: 801, Loss: 0.0264, UL AUC: 0.5345, ACC AUC: 0.6774, ACC NDCG@20: 0.0139, Sub_model training time: 28.38min
RecEraser Sub-model 1, Epoch [84/2000], Runs: 801, Loss: 0.0265, UL AUC: 0.5343, ACC AUC: 0.6769, ACC NDCG@20: 0.0138, Sub_model training time: 28.73min
RecEraser Sub-model 1, Epoch [85/2000], Runs: 801, Loss: 0.0265, UL AUC: 0.5347, ACC AUC: 0.6768, ACC NDCG@20: 0.0138, Sub_model training time: 29.07min
RecEraser Sub-model 1, Epoch [86/2000], Runs: 801, Loss: 0.0261, UL AUC: 0.5340, ACC AUC: 0.6772, ACC NDCG@20: 0.0140, Sub_model training time: 29.42min
RecEraser Sub-model 1, Epoch [87/2000], Runs: 801, Loss: 0.0266, UL AUC: 0.5349, ACC AUC: 0.6771, ACC NDCG@20: 0.0139, Sub_model training time: 29.76min
RecEraser Sub-model 1, Epoch [88/2000], Runs: 801, Loss: 0.0262, UL AUC: 0.5350, ACC AUC: 0.6764, ACC NDCG@20: 0.0140, Sub_model training time: 30.10min
RecEraser Sub-model 1, Epoch [89/2000], Runs: 801, Loss: 0.0264, UL AUC: 0.5349, ACC AUC: 0.6761, ACC NDCG@20: 0.0140, Sub_model training time: 30.44min
RecEraser Sub-model 1, Epoch [90/2000], Runs: 801, Loss: 0.0262, UL AUC: 0.5347, ACC AUC: 0.6757, ACC NDCG@20: 0.0140, Sub_model training time: 30.78min
RecEraser Sub-model 1, Epoch [91/2000], Runs: 801, Loss: 0.0261, UL AUC: 0.5362, ACC AUC: 0.6761, ACC NDCG@20: 0.0138, Sub_model training time: 31.13min
RecEraser Sub-model 1, Epoch [92/2000], Runs: 801, Loss: 0.0264, UL AUC: 0.5356, ACC AUC: 0.6764, ACC NDCG@20: 0.0140, Sub_model training time: 31.47min
RecEraser Sub-model 1, Epoch [93/2000], Runs: 801, Loss: 0.0260, UL AUC: 0.5350, ACC AUC: 0.6767, ACC NDCG@20: 0.0138, Sub_model training time: 31.81min
RecEraser Sub-model 1, Epoch [94/2000], Runs: 801, Loss: 0.0258, UL AUC: 0.5346, ACC AUC: 0.6767, ACC NDCG@20: 0.0141, Sub_model training time: 32.15min
RecEraser Sub-model 1, Epoch [95/2000], Runs: 801, Loss: 0.0257, UL AUC: 0.5349, ACC AUC: 0.6763, ACC NDCG@20: 0.0140, Sub_model training time: 32.50min
RecEraser Sub-model 1, Epoch [96/2000], Runs: 801, Loss: 0.0258, UL AUC: 0.5352, ACC AUC: 0.6765, ACC NDCG@20: 0.0137, Sub_model training time: 32.84min
RecEraser Sub-model 1, Epoch [97/2000], Runs: 801, Loss: 0.0259, UL AUC: 0.5360, ACC AUC: 0.6764, ACC NDCG@20: 0.0135, Sub_model training time: 33.18min
RecEraser Sub-model 1, Epoch [98/2000], Runs: 801, Loss: 0.0255, UL AUC: 0.5361, ACC AUC: 0.6759, ACC NDCG@20: 0.0138, Sub_model training time: 33.53min
RecEraser Sub-model 1, Epoch [99/2000], Runs: 801, Loss: 0.0259, UL AUC: 0.5358, ACC AUC: 0.6761, ACC NDCG@20: 0.0137, Sub_model training time: 33.87min
RecEraser Sub-model 1, Epoch [100/2000], Runs: 801, Loss: 0.0253, UL AUC: 0.5364, ACC AUC: 0.6764, ACC NDCG@20: 0.0136, Sub_model training time: 34.22min
RecEraser Sub-model 1, Epoch [101/2000], Runs: 801, Loss: 0.0256, UL AUC: 0.5374, ACC AUC: 0.6758, ACC NDCG@20: 0.0137, Sub_model training time: 34.56min
RecEraser Sub-model 1, Epoch [102/2000], Runs: 801, Loss: 0.0254, UL AUC: 0.5371, ACC AUC: 0.6763, ACC NDCG@20: 0.0138, Sub_model training time: 34.91min
RecEraser Sub-model 1, Epoch [103/2000], Runs: 801, Loss: 0.0256, UL AUC: 0.5373, ACC AUC: 0.6762, ACC NDCG@20: 0.0139, Sub_model training time: 35.25min
RecEraser Sub-model 1, Epoch [104/2000], Runs: 801, Loss: 0.0253, UL AUC: 0.5374, ACC AUC: 0.6764, ACC NDCG@20: 0.0138, Sub_model training time: 35.60min
RecEraser Sub-model 1, Epoch [105/2000], Runs: 801, Loss: 0.0255, UL AUC: 0.5375, ACC AUC: 0.6765, ACC NDCG@20: 0.0140, Sub_model training time: 35.94min
RecEraser Sub-model 1, Epoch [106/2000], Runs: 801, Loss: 0.0253, UL AUC: 0.5373, ACC AUC: 0.6763, ACC NDCG@20: 0.0142, Sub_model training time: 36.29min
RecEraser Sub-model 1, Epoch [107/2000], Runs: 801, Loss: 0.0255, UL AUC: 0.5370, ACC AUC: 0.6768, ACC NDCG@20: 0.0141, Sub_model training time: 36.63min
RecEraser Sub-model 1, Epoch [108/2000], Runs: 801, Loss: 0.0252, UL AUC: 0.5371, ACC AUC: 0.6759, ACC NDCG@20: 0.0141, Sub_model training time: 36.97min
RecEraser Sub-model 1, Epoch [109/2000], Runs: 801, Loss: 0.0252, UL AUC: 0.5367, ACC AUC: 0.6761, ACC NDCG@20: 0.0143, Sub_model training time: 37.31min
RecEraser Sub-model 1, Epoch [110/2000], Runs: 801, Loss: 0.0251, UL AUC: 0.5370, ACC AUC: 0.6760, ACC NDCG@20: 0.0141, Sub_model training time: 37.65min
RecEraser Sub-model 1, Epoch [111/2000], Runs: 801, Loss: 0.0254, UL AUC: 0.5371, ACC AUC: 0.6760, ACC NDCG@20: 0.0141, Sub_model training time: 38.00min
RecEraser Sub-model 1, Epoch [112/2000], Runs: 801, Loss: 0.0252, UL AUC: 0.5368, ACC AUC: 0.6771, ACC NDCG@20: 0.0143, Sub_model training time: 38.34min
RecEraser Sub-model 1, Epoch [113/2000], Runs: 801, Loss: 0.0254, UL AUC: 0.5371, ACC AUC: 0.6765, ACC NDCG@20: 0.0140, Sub_model training time: 38.68min
RecEraser Sub-model 1, Epoch [114/2000], Runs: 801, Loss: 0.0249, UL AUC: 0.5359, ACC AUC: 0.6767, ACC NDCG@20: 0.0141, Sub_model training time: 39.02min
RecEraser Sub-model 1, Epoch [115/2000], Runs: 801, Loss: 0.0250, UL AUC: 0.5358, ACC AUC: 0.6767, ACC NDCG@20: 0.0141, Sub_model training time: 39.37min
RecEraser Sub-model 1, Epoch [116/2000], Runs: 801, Loss: 0.0250, UL AUC: 0.5369, ACC AUC: 0.6762, ACC NDCG@20: 0.0142, Sub_model training time: 39.71min
RecEraser Sub-model 1, Epoch [117/2000], Runs: 801, Loss: 0.0249, UL AUC: 0.5356, ACC AUC: 0.6773, ACC NDCG@20: 0.0143, Sub_model training time: 40.06min
RecEraser Sub-model 1, Epoch [118/2000], Runs: 801, Loss: 0.0250, UL AUC: 0.5366, ACC AUC: 0.6772, ACC NDCG@20: 0.0141, Sub_model training time: 40.40min
RecEraser Sub-model 1, Epoch [119/2000], Runs: 801, Loss: 0.0247, UL AUC: 0.5366, ACC AUC: 0.6770, ACC NDCG@20: 0.0142, Sub_model training time: 40.74min
RecEraser Sub-model 1, Epoch [120/2000], Runs: 801, Loss: 0.0252, UL AUC: 0.5367, ACC AUC: 0.6766, ACC NDCG@20: 0.0141, Sub_model training time: 41.09min
RecEraser Sub-model 1, Epoch [121/2000], Runs: 801, Loss: 0.0252, UL AUC: 0.5360, ACC AUC: 0.6773, ACC NDCG@20: 0.0142, Sub_model training time: 41.41min
RecEraser Sub-model 1, Epoch [122/2000], Runs: 801, Loss: 0.0249, UL AUC: 0.5370, ACC AUC: 0.6763, ACC NDCG@20: 0.0140, Sub_model training time: 41.76min
RecEraser Sub-model 1, Epoch [123/2000], Runs: 801, Loss: 0.0250, UL AUC: 0.5379, ACC AUC: 0.6763, ACC NDCG@20: 0.0141, Sub_model training time: 42.11min
RecEraser Sub-model 1, Epoch [124/2000], Runs: 801, Loss: 0.0248, UL AUC: 0.5378, ACC AUC: 0.6766, ACC NDCG@20: 0.0141, Sub_model training time: 42.45min
RecEraser Sub-model 1, Epoch [125/2000], Runs: 801, Loss: 0.0247, UL AUC: 0.5369, ACC AUC: 0.6768, ACC NDCG@20: 0.0141, Sub_model training time: 42.79min
RecEraser Sub-model 1, Epoch [126/2000], Runs: 801, Loss: 0.0247, UL AUC: 0.5372, ACC AUC: 0.6769, ACC NDCG@20: 0.0141, Sub_model training time: 43.14min
RecEraser Sub-model 1, Epoch [127/2000], Runs: 801, Loss: 0.0249, UL AUC: 0.5370, ACC AUC: 0.6771, ACC NDCG@20: 0.0143, Sub_model training time: 43.48min
RecEraser Sub-model 1, Epoch [128/2000], Runs: 801, Loss: 0.0243, UL AUC: 0.5374, ACC AUC: 0.6773, ACC NDCG@20: 0.0144, Sub_model training time: 43.83min
RecEraser Sub-model 1, Epoch [129/2000], Runs: 801, Loss: 0.0245, UL AUC: 0.5379, ACC AUC: 0.6774, ACC NDCG@20: 0.0145, Sub_model training time: 44.18min
RecEraser Sub-model 1, Epoch [130/2000], Runs: 801, Loss: 0.0246, UL AUC: 0.5378, ACC AUC: 0.6764, ACC NDCG@20: 0.0144, Sub_model training time: 44.51min
RecEraser Sub-model 1, Epoch [131/2000], Runs: 801, Loss: 0.0247, UL AUC: 0.5377, ACC AUC: 0.6766, ACC NDCG@20: 0.0145, Sub_model training time: 44.86min
RecEraser Sub-model 1, Epoch [132/2000], Runs: 801, Loss: 0.0244, UL AUC: 0.5377, ACC AUC: 0.6764, ACC NDCG@20: 0.0145, Sub_model training time: 45.20min
RecEraser Sub-model 1, Epoch [133/2000], Runs: 801, Loss: 0.0246, UL AUC: 0.5383, ACC AUC: 0.6768, ACC NDCG@20: 0.0144, Sub_model training time: 45.55min
RecEraser Sub-model 1, Epoch [134/2000], Runs: 801, Loss: 0.0245, UL AUC: 0.5382, ACC AUC: 0.6768, ACC NDCG@20: 0.0143, Sub_model training time: 45.89min
RecEraser Sub-model 1, Epoch [135/2000], Runs: 801, Loss: 0.0246, UL AUC: 0.5375, ACC AUC: 0.6764, ACC NDCG@20: 0.0142, Sub_model training time: 46.24min
RecEraser Sub-model 1, Epoch [136/2000], Runs: 801, Loss: 0.0245, UL AUC: 0.5377, ACC AUC: 0.6760, ACC NDCG@20: 0.0141, Sub_model training time: 46.58min
RecEraser Sub-model 1, Epoch [137/2000], Runs: 801, Loss: 0.0248, UL AUC: 0.5375, ACC AUC: 0.6761, ACC NDCG@20: 0.0141, Sub_model training time: 46.93min
RecEraser Sub-model 1, Epoch [138/2000], Runs: 801, Loss: 0.0243, UL AUC: 0.5371, ACC AUC: 0.6765, ACC NDCG@20: 0.0141, Sub_model training time: 47.26min
RecEraser Sub-model 1, Epoch [139/2000], Runs: 801, Loss: 0.0247, UL AUC: 0.5369, ACC AUC: 0.6762, ACC NDCG@20: 0.0143, Sub_model training time: 47.61min
RecEraser Sub-model 1, Epoch [140/2000], Runs: 801, Loss: 0.0246, UL AUC: 0.5366, ACC AUC: 0.6760, ACC NDCG@20: 0.0142, Sub_model training time: 47.95min
RecEraser Sub-model 1, Epoch [141/2000], Runs: 801, Loss: 0.0244, UL AUC: 0.5356, ACC AUC: 0.6762, ACC NDCG@20: 0.0144, Sub_model training time: 48.29min
RecEraser Sub-model 1, Epoch [142/2000], Runs: 801, Loss: 0.0248, UL AUC: 0.5361, ACC AUC: 0.6760, ACC NDCG@20: 0.0141, Sub_model training time: 48.64min
RecEraser Sub-model 1, Epoch [143/2000], Runs: 801, Loss: 0.0242, UL AUC: 0.5365, ACC AUC: 0.6768, ACC NDCG@20: 0.0142, Sub_model training time: 48.98min
RecEraser Sub-model 1, Epoch [144/2000], Runs: 801, Loss: 0.0247, UL AUC: 0.5365, ACC AUC: 0.6764, ACC NDCG@20: 0.0143, Sub_model training time: 49.32min
RecEraser Sub-model 1, Epoch [145/2000], Runs: 801, Loss: 0.0241, UL AUC: 0.5363, ACC AUC: 0.6768, ACC NDCG@20: 0.0143, Sub_model training time: 49.67min
RecEraser Sub-model 1, Epoch [146/2000], Runs: 801, Loss: 0.0245, UL AUC: 0.5368, ACC AUC: 0.6765, ACC NDCG@20: 0.0145, Sub_model training time: 50.01min
RecEraser Sub-model 1, Epoch [147/2000], Runs: 801, Loss: 0.0249, UL AUC: 0.5370, ACC AUC: 0.6763, ACC NDCG@20: 0.0143, Sub_model training time: 50.36min
RecEraser Sub-model 1, Epoch [148/2000], Runs: 801, Loss: 0.0244, UL AUC: 0.5371, ACC AUC: 0.6766, ACC NDCG@20: 0.0143, Sub_model training time: 50.70min
RecEraser Sub-model 1, Epoch [149/2000], Runs: 801, Loss: 0.0240, UL AUC: 0.5375, ACC AUC: 0.6767, ACC NDCG@20: 0.0144, Sub_model training time: 51.05min
RecEraser Sub-model 1, Epoch [150/2000], Runs: 801, Loss: 0.0243, UL AUC: 0.5379, ACC AUC: 0.6771, ACC NDCG@20: 0.0143, Sub_model training time: 51.39min
RecEraser Sub-model 1, Epoch [151/2000], Runs: 801, Loss: 0.0245, UL AUC: 0.5376, ACC AUC: 0.6771, ACC NDCG@20: 0.0143, Sub_model training time: 51.73min
RecEraser Sub-model 1, Epoch [152/2000], Runs: 801, Loss: 0.0243, UL AUC: 0.5378, ACC AUC: 0.6770, ACC NDCG@20: 0.0143, Sub_model training time: 52.07min
RecEraser Sub-model 1, Epoch [153/2000], Runs: 801, Loss: 0.0239, UL AUC: 0.5368, ACC AUC: 0.6765, ACC NDCG@20: 0.0142, Sub_model training time: 52.42min
RecEraser Sub-model 1, Epoch [154/2000], Runs: 801, Loss: 0.0238, UL AUC: 0.5361, ACC AUC: 0.6767, ACC NDCG@20: 0.0143, Sub_model training time: 52.76min
RecEraser Sub-model 1, Epoch [155/2000], Runs: 801, Loss: 0.0241, UL AUC: 0.5366, ACC AUC: 0.6760, ACC NDCG@20: 0.0143, Sub_model training time: 53.11min
RecEraser Sub-model 1, Epoch [156/2000], Runs: 801, Loss: 0.0242, UL AUC: 0.5358, ACC AUC: 0.6770, ACC NDCG@20: 0.0143, Sub_model training time: 53.45min
RecEraser Sub-model 1, Epoch [157/2000], Runs: 801, Loss: 0.0238, UL AUC: 0.5361, ACC AUC: 0.6761, ACC NDCG@20: 0.0140, Sub_model training time: 53.80min
RecEraser Sub-model 1, Epoch [158/2000], Runs: 801, Loss: 0.0239, UL AUC: 0.5368, ACC AUC: 0.6763, ACC NDCG@20: 0.0143, Sub_model training time: 54.15min
RecEraser Sub-model 1, Epoch [159/2000], Runs: 801, Loss: 0.0243, UL AUC: 0.5367, ACC AUC: 0.6770, ACC NDCG@20: 0.0144, Sub_model training time: 54.50min
RecEraser Sub-model 1, Epoch [160/2000], Runs: 801, Loss: 0.0240, UL AUC: 0.5354, ACC AUC: 0.6772, ACC NDCG@20: 0.0144, Sub_model training time: 54.85min
RecEraser Sub-model 1, Epoch [161/2000], Runs: 801, Loss: 0.0245, UL AUC: 0.5362, ACC AUC: 0.6771, ACC NDCG@20: 0.0144, Sub_model training time: 55.19min
RecEraser Sub-model 1, Epoch [162/2000], Runs: 801, Loss: 0.0241, UL AUC: 0.5363, ACC AUC: 0.6759, ACC NDCG@20: 0.0144, Sub_model training time: 55.54min
RecEraser Sub-model 1, Epoch [163/2000], Runs: 801, Loss: 0.0243, UL AUC: 0.5364, ACC AUC: 0.6761, ACC NDCG@20: 0.0143, Sub_model training time: 55.88min
RecEraser Sub-model 1, Epoch [164/2000], Runs: 801, Loss: 0.0240, UL AUC: 0.5362, ACC AUC: 0.6761, ACC NDCG@20: 0.0143, Sub_model training time: 56.23min
RecEraser Sub-model 1, Epoch [165/2000], Runs: 801, Loss: 0.0237, UL AUC: 0.5362, ACC AUC: 0.6760, ACC NDCG@20: 0.0143, Sub_model training time: 56.57min
RecEraser Sub-model 1, Epoch [166/2000], Runs: 801, Loss: 0.0242, UL AUC: 0.5357, ACC AUC: 0.6767, ACC NDCG@20: 0.0143, Sub_model training time: 56.91min
RecEraser Sub-model 1, Epoch [167/2000], Runs: 801, Loss: 0.0237, UL AUC: 0.5358, ACC AUC: 0.6763, ACC NDCG@20: 0.0143, Sub_model training time: 57.26min
RecEraser Sub-model 1, Epoch [168/2000], Runs: 801, Loss: 0.0242, UL AUC: 0.5366, ACC AUC: 0.6766, ACC NDCG@20: 0.0143, Sub_model training time: 57.59min
RecEraser Sub-model 1, Epoch [169/2000], Runs: 801, Loss: 0.0236, UL AUC: 0.5368, ACC AUC: 0.6770, ACC NDCG@20: 0.0145, Sub_model training time: 57.94min
RecEraser Sub-model 1, Epoch [170/2000], Runs: 801, Loss: 0.0244, UL AUC: 0.5374, ACC AUC: 0.6763, ACC NDCG@20: 0.0145, Sub_model training time: 58.28min
RecEraser Sub-model 1, Epoch [171/2000], Runs: 801, Loss: 0.0237, UL AUC: 0.5372, ACC AUC: 0.6768, ACC NDCG@20: 0.0145, Sub_model training time: 58.62min
RecEraser Sub-model 1, Epoch [172/2000], Runs: 801, Loss: 0.0242, UL AUC: 0.5378, ACC AUC: 0.6772, ACC NDCG@20: 0.0145, Sub_model training time: 58.97min
RecEraser Sub-model 1, Epoch [173/2000], Runs: 801, Loss: 0.0241, UL AUC: 0.5389, ACC AUC: 0.6772, ACC NDCG@20: 0.0142, Sub_model training time: 59.31min
RecEraser Sub-model 1, Epoch [174/2000], Runs: 801, Loss: 0.0243, UL AUC: 0.5382, ACC AUC: 0.6772, ACC NDCG@20: 0.0144, Sub_model training time: 59.65min
RecEraser Sub-model 1, Epoch [175/2000], Runs: 801, Loss: 0.0242, UL AUC: 0.5380, ACC AUC: 0.6770, ACC NDCG@20: 0.0144, Sub_model training time: 59.99min
RecEraser Sub-model 1, Epoch [176/2000], Runs: 801, Loss: 0.0241, UL AUC: 0.5383, ACC AUC: 0.6769, ACC NDCG@20: 0.0141, Sub_model training time: 60.34min
RecEraser Sub-model 1, Epoch [177/2000], Runs: 801, Loss: 0.0242, UL AUC: 0.5373, ACC AUC: 0.6771, ACC NDCG@20: 0.0143, Sub_model training time: 60.68min
RecEraser Sub-model 1, Epoch [178/2000], Runs: 801, Loss: 0.0240, UL AUC: 0.5378, ACC AUC: 0.6771, ACC NDCG@20: 0.0143, Sub_model training time: 61.03min
RecEraser Sub-model 1, Epoch [179/2000], Runs: 801, Loss: 0.0243, UL AUC: 0.5374, ACC AUC: 0.6768, ACC NDCG@20: 0.0143, Sub_model training time: 61.38min
[RecEraser] START training sub-model 2, current time: 129.56min.
RecEraser Sub-model 2, Epoch [1/2000], Runs: 840, Loss: 0.2155, UL AUC: 0.5095, ACC AUC: 0.6625, ACC NDCG@20: 0.0127, Sub_model training time: 0.35min
RecEraser Sub-model 2, Epoch [2/2000], Runs: 840, Loss: 0.1033, UL AUC: 0.5101, ACC AUC: 0.6652, ACC NDCG@20: 0.0133, Sub_model training time: 0.71min
RecEraser Sub-model 2, Epoch [3/2000], Runs: 840, Loss: 0.0856, UL AUC: 0.5115, ACC AUC: 0.6676, ACC NDCG@20: 0.0137, Sub_model training time: 1.06min
RecEraser Sub-model 2, Epoch [4/2000], Runs: 840, Loss: 0.0742, UL AUC: 0.5127, ACC AUC: 0.6700, ACC NDCG@20: 0.0140, Sub_model training time: 1.42min
RecEraser Sub-model 2, Epoch [5/2000], Runs: 840, Loss: 0.0669, UL AUC: 0.5140, ACC AUC: 0.6721, ACC NDCG@20: 0.0140, Sub_model training time: 1.77min
RecEraser Sub-model 2, Epoch [6/2000], Runs: 840, Loss: 0.0625, UL AUC: 0.5148, ACC AUC: 0.6740, ACC NDCG@20: 0.0146, Sub_model training time: 2.13min
RecEraser Sub-model 2, Epoch [7/2000], Runs: 840, Loss: 0.0576, UL AUC: 0.5159, ACC AUC: 0.6758, ACC NDCG@20: 0.0147, Sub_model training time: 2.48min
RecEraser Sub-model 2, Epoch [8/2000], Runs: 840, Loss: 0.0540, UL AUC: 0.5170, ACC AUC: 0.6774, ACC NDCG@20: 0.0146, Sub_model training time: 2.84min
RecEraser Sub-model 2, Epoch [9/2000], Runs: 840, Loss: 0.0508, UL AUC: 0.5179, ACC AUC: 0.6787, ACC NDCG@20: 0.0146, Sub_model training time: 3.19min
RecEraser Sub-model 2, Epoch [10/2000], Runs: 840, Loss: 0.0493, UL AUC: 0.5189, ACC AUC: 0.6800, ACC NDCG@20: 0.0150, Sub_model training time: 3.54min
RecEraser Sub-model 2, Epoch [11/2000], Runs: 840, Loss: 0.0463, UL AUC: 0.5199, ACC AUC: 0.6808, ACC NDCG@20: 0.0150, Sub_model training time: 3.90min
RecEraser Sub-model 2, Epoch [12/2000], Runs: 840, Loss: 0.0442, UL AUC: 0.5207, ACC AUC: 0.6816, ACC NDCG@20: 0.0149, Sub_model training time: 4.26min
RecEraser Sub-model 2, Epoch [13/2000], Runs: 840, Loss: 0.0421, UL AUC: 0.5220, ACC AUC: 0.6823, ACC NDCG@20: 0.0148, Sub_model training time: 4.62min
RecEraser Sub-model 2, Epoch [14/2000], Runs: 840, Loss: 0.0410, UL AUC: 0.5230, ACC AUC: 0.6827, ACC NDCG@20: 0.0151, Sub_model training time: 4.97min
RecEraser Sub-model 2, Epoch [15/2000], Runs: 840, Loss: 0.0398, UL AUC: 0.5240, ACC AUC: 0.6826, ACC NDCG@20: 0.0150, Sub_model training time: 5.32min
RecEraser Sub-model 2, Epoch [16/2000], Runs: 840, Loss: 0.0387, UL AUC: 0.5254, ACC AUC: 0.6831, ACC NDCG@20: 0.0153, Sub_model training time: 5.67min
RecEraser Sub-model 2, Epoch [17/2000], Runs: 840, Loss: 0.0370, UL AUC: 0.5261, ACC AUC: 0.6834, ACC NDCG@20: 0.0153, Sub_model training time: 6.03min
RecEraser Sub-model 2, Epoch [18/2000], Runs: 840, Loss: 0.0361, UL AUC: 0.5267, ACC AUC: 0.6835, ACC NDCG@20: 0.0157, Sub_model training time: 6.38min
RecEraser Sub-model 2, Epoch [19/2000], Runs: 840, Loss: 0.0356, UL AUC: 0.5275, ACC AUC: 0.6836, ACC NDCG@20: 0.0155, Sub_model training time: 6.74min
RecEraser Sub-model 2, Epoch [20/2000], Runs: 840, Loss: 0.0339, UL AUC: 0.5283, ACC AUC: 0.6830, ACC NDCG@20: 0.0153, Sub_model training time: 7.10min
RecEraser Sub-model 2, Epoch [21/2000], Runs: 840, Loss: 0.0334, UL AUC: 0.5291, ACC AUC: 0.6828, ACC NDCG@20: 0.0158, Sub_model training time: 7.46min
RecEraser Sub-model 2, Epoch [22/2000], Runs: 840, Loss: 0.0327, UL AUC: 0.5294, ACC AUC: 0.6826, ACC NDCG@20: 0.0158, Sub_model training time: 7.82min
RecEraser Sub-model 2, Epoch [23/2000], Runs: 840, Loss: 0.0321, UL AUC: 0.5298, ACC AUC: 0.6823, ACC NDCG@20: 0.0157, Sub_model training time: 8.17min
RecEraser Sub-model 2, Epoch [24/2000], Runs: 840, Loss: 0.0310, UL AUC: 0.5307, ACC AUC: 0.6823, ACC NDCG@20: 0.0158, Sub_model training time: 8.53min
RecEraser Sub-model 2, Epoch [25/2000], Runs: 840, Loss: 0.0311, UL AUC: 0.5308, ACC AUC: 0.6822, ACC NDCG@20: 0.0156, Sub_model training time: 8.88min
RecEraser Sub-model 2, Epoch [26/2000], Runs: 840, Loss: 0.0304, UL AUC: 0.5310, ACC AUC: 0.6819, ACC NDCG@20: 0.0162, Sub_model training time: 9.24min
RecEraser Sub-model 2, Epoch [27/2000], Runs: 840, Loss: 0.0301, UL AUC: 0.5317, ACC AUC: 0.6814, ACC NDCG@20: 0.0162, Sub_model training time: 9.58min
RecEraser Sub-model 2, Epoch [28/2000], Runs: 840, Loss: 0.0298, UL AUC: 0.5315, ACC AUC: 0.6812, ACC NDCG@20: 0.0162, Sub_model training time: 9.94min
RecEraser Sub-model 2, Epoch [29/2000], Runs: 840, Loss: 0.0292, UL AUC: 0.5321, ACC AUC: 0.6805, ACC NDCG@20: 0.0164, Sub_model training time: 10.29min
RecEraser Sub-model 2, Epoch [30/2000], Runs: 840, Loss: 0.0288, UL AUC: 0.5326, ACC AUC: 0.6804, ACC NDCG@20: 0.0165, Sub_model training time: 10.65min
RecEraser Sub-model 2, Epoch [31/2000], Runs: 840, Loss: 0.0285, UL AUC: 0.5329, ACC AUC: 0.6802, ACC NDCG@20: 0.0163, Sub_model training time: 11.01min
RecEraser Sub-model 2, Epoch [32/2000], Runs: 840, Loss: 0.0280, UL AUC: 0.5334, ACC AUC: 0.6802, ACC NDCG@20: 0.0164, Sub_model training time: 11.36min
RecEraser Sub-model 2, Epoch [33/2000], Runs: 840, Loss: 0.0275, UL AUC: 0.5344, ACC AUC: 0.6796, ACC NDCG@20: 0.0164, Sub_model training time: 11.72min
RecEraser Sub-model 2, Epoch [34/2000], Runs: 840, Loss: 0.0275, UL AUC: 0.5351, ACC AUC: 0.6793, ACC NDCG@20: 0.0162, Sub_model training time: 12.07min
RecEraser Sub-model 2, Epoch [35/2000], Runs: 840, Loss: 0.0274, UL AUC: 0.5363, ACC AUC: 0.6792, ACC NDCG@20: 0.0164, Sub_model training time: 12.43min
RecEraser Sub-model 2, Epoch [36/2000], Runs: 840, Loss: 0.0266, UL AUC: 0.5371, ACC AUC: 0.6791, ACC NDCG@20: 0.0166, Sub_model training time: 12.79min
RecEraser Sub-model 2, Epoch [37/2000], Runs: 840, Loss: 0.0266, UL AUC: 0.5362, ACC AUC: 0.6786, ACC NDCG@20: 0.0167, Sub_model training time: 13.14min
RecEraser Sub-model 2, Epoch [38/2000], Runs: 840, Loss: 0.0259, UL AUC: 0.5366, ACC AUC: 0.6784, ACC NDCG@20: 0.0166, Sub_model training time: 13.50min
RecEraser Sub-model 2, Epoch [39/2000], Runs: 840, Loss: 0.0263, UL AUC: 0.5353, ACC AUC: 0.6784, ACC NDCG@20: 0.0167, Sub_model training time: 13.85min
RecEraser Sub-model 2, Epoch [40/2000], Runs: 840, Loss: 0.0256, UL AUC: 0.5373, ACC AUC: 0.6781, ACC NDCG@20: 0.0169, Sub_model training time: 14.20min
RecEraser Sub-model 2, Epoch [41/2000], Runs: 840, Loss: 0.0255, UL AUC: 0.5372, ACC AUC: 0.6777, ACC NDCG@20: 0.0170, Sub_model training time: 14.55min
RecEraser Sub-model 2, Epoch [42/2000], Runs: 840, Loss: 0.0252, UL AUC: 0.5378, ACC AUC: 0.6776, ACC NDCG@20: 0.0168, Sub_model training time: 14.91min
RecEraser Sub-model 2, Epoch [43/2000], Runs: 840, Loss: 0.0253, UL AUC: 0.5379, ACC AUC: 0.6775, ACC NDCG@20: 0.0168, Sub_model training time: 15.26min
RecEraser Sub-model 2, Epoch [44/2000], Runs: 840, Loss: 0.0247, UL AUC: 0.5371, ACC AUC: 0.6781, ACC NDCG@20: 0.0171, Sub_model training time: 15.62min
RecEraser Sub-model 2, Epoch [45/2000], Runs: 840, Loss: 0.0250, UL AUC: 0.5386, ACC AUC: 0.6773, ACC NDCG@20: 0.0168, Sub_model training time: 15.97min
RecEraser Sub-model 2, Epoch [46/2000], Runs: 840, Loss: 0.0244, UL AUC: 0.5380, ACC AUC: 0.6780, ACC NDCG@20: 0.0167, Sub_model training time: 16.33min
RecEraser Sub-model 2, Epoch [47/2000], Runs: 840, Loss: 0.0245, UL AUC: 0.5380, ACC AUC: 0.6774, ACC NDCG@20: 0.0169, Sub_model training time: 16.68min
RecEraser Sub-model 2, Epoch [48/2000], Runs: 840, Loss: 0.0240, UL AUC: 0.5381, ACC AUC: 0.6775, ACC NDCG@20: 0.0172, Sub_model training time: 17.04min
RecEraser Sub-model 2, Epoch [49/2000], Runs: 840, Loss: 0.0240, UL AUC: 0.5380, ACC AUC: 0.6772, ACC NDCG@20: 0.0171, Sub_model training time: 17.39min
RecEraser Sub-model 2, Epoch [50/2000], Runs: 840, Loss: 0.0237, UL AUC: 0.5377, ACC AUC: 0.6769, ACC NDCG@20: 0.0169, Sub_model training time: 17.74min
RecEraser Sub-model 2, Epoch [51/2000], Runs: 840, Loss: 0.0239, UL AUC: 0.5380, ACC AUC: 0.6768, ACC NDCG@20: 0.0168, Sub_model training time: 18.10min
RecEraser Sub-model 2, Epoch [52/2000], Runs: 840, Loss: 0.0236, UL AUC: 0.5381, ACC AUC: 0.6767, ACC NDCG@20: 0.0170, Sub_model training time: 18.45min
RecEraser Sub-model 2, Epoch [53/2000], Runs: 840, Loss: 0.0237, UL AUC: 0.5384, ACC AUC: 0.6761, ACC NDCG@20: 0.0171, Sub_model training time: 18.81min
RecEraser Sub-model 2, Epoch [54/2000], Runs: 840, Loss: 0.0229, UL AUC: 0.5381, ACC AUC: 0.6761, ACC NDCG@20: 0.0171, Sub_model training time: 19.16min
RecEraser Sub-model 2, Epoch [55/2000], Runs: 840, Loss: 0.0232, UL AUC: 0.5388, ACC AUC: 0.6760, ACC NDCG@20: 0.0171, Sub_model training time: 19.52min
RecEraser Sub-model 2, Epoch [56/2000], Runs: 840, Loss: 0.0230, UL AUC: 0.5378, ACC AUC: 0.6763, ACC NDCG@20: 0.0170, Sub_model training time: 19.88min
RecEraser Sub-model 2, Epoch [57/2000], Runs: 840, Loss: 0.0229, UL AUC: 0.5392, ACC AUC: 0.6760, ACC NDCG@20: 0.0171, Sub_model training time: 20.23min
RecEraser Sub-model 2, Epoch [58/2000], Runs: 840, Loss: 0.0226, UL AUC: 0.5406, ACC AUC: 0.6757, ACC NDCG@20: 0.0171, Sub_model training time: 20.59min
RecEraser Sub-model 2, Epoch [59/2000], Runs: 840, Loss: 0.0228, UL AUC: 0.5418, ACC AUC: 0.6753, ACC NDCG@20: 0.0170, Sub_model training time: 20.94min
RecEraser Sub-model 2, Epoch [60/2000], Runs: 840, Loss: 0.0224, UL AUC: 0.5414, ACC AUC: 0.6755, ACC NDCG@20: 0.0172, Sub_model training time: 21.29min
RecEraser Sub-model 2, Epoch [61/2000], Runs: 840, Loss: 0.0225, UL AUC: 0.5414, ACC AUC: 0.6753, ACC NDCG@20: 0.0172, Sub_model training time: 21.65min
RecEraser Sub-model 2, Epoch [62/2000], Runs: 840, Loss: 0.0223, UL AUC: 0.5417, ACC AUC: 0.6751, ACC NDCG@20: 0.0173, Sub_model training time: 22.01min
RecEraser Sub-model 2, Epoch [63/2000], Runs: 840, Loss: 0.0224, UL AUC: 0.5416, ACC AUC: 0.6750, ACC NDCG@20: 0.0173, Sub_model training time: 22.36min
RecEraser Sub-model 2, Epoch [64/2000], Runs: 840, Loss: 0.0226, UL AUC: 0.5413, ACC AUC: 0.6750, ACC NDCG@20: 0.0173, Sub_model training time: 22.71min
RecEraser Sub-model 2, Epoch [65/2000], Runs: 840, Loss: 0.0224, UL AUC: 0.5405, ACC AUC: 0.6747, ACC NDCG@20: 0.0174, Sub_model training time: 23.07min
RecEraser Sub-model 2, Epoch [66/2000], Runs: 840, Loss: 0.0220, UL AUC: 0.5397, ACC AUC: 0.6749, ACC NDCG@20: 0.0174, Sub_model training time: 23.42min
RecEraser Sub-model 2, Epoch [67/2000], Runs: 840, Loss: 0.0219, UL AUC: 0.5405, ACC AUC: 0.6750, ACC NDCG@20: 0.0174, Sub_model training time: 23.78min
RecEraser Sub-model 2, Epoch [68/2000], Runs: 840, Loss: 0.0220, UL AUC: 0.5408, ACC AUC: 0.6750, ACC NDCG@20: 0.0174, Sub_model training time: 24.13min
RecEraser Sub-model 2, Epoch [69/2000], Runs: 840, Loss: 0.0221, UL AUC: 0.5410, ACC AUC: 0.6745, ACC NDCG@20: 0.0173, Sub_model training time: 24.48min
RecEraser Sub-model 2, Epoch [70/2000], Runs: 840, Loss: 0.0217, UL AUC: 0.5399, ACC AUC: 0.6743, ACC NDCG@20: 0.0173, Sub_model training time: 24.84min
RecEraser Sub-model 2, Epoch [71/2000], Runs: 840, Loss: 0.0218, UL AUC: 0.5415, ACC AUC: 0.6745, ACC NDCG@20: 0.0173, Sub_model training time: 25.19min
RecEraser Sub-model 2, Epoch [72/2000], Runs: 840, Loss: 0.0213, UL AUC: 0.5416, ACC AUC: 0.6744, ACC NDCG@20: 0.0174, Sub_model training time: 25.54min
RecEraser Sub-model 2, Epoch [73/2000], Runs: 840, Loss: 0.0216, UL AUC: 0.5411, ACC AUC: 0.6748, ACC NDCG@20: 0.0178, Sub_model training time: 25.89min
RecEraser Sub-model 2, Epoch [74/2000], Runs: 840, Loss: 0.0214, UL AUC: 0.5410, ACC AUC: 0.6744, ACC NDCG@20: 0.0177, Sub_model training time: 26.25min
RecEraser Sub-model 2, Epoch [75/2000], Runs: 840, Loss: 0.0214, UL AUC: 0.5413, ACC AUC: 0.6742, ACC NDCG@20: 0.0179, Sub_model training time: 26.60min
RecEraser Sub-model 2, Epoch [76/2000], Runs: 840, Loss: 0.0211, UL AUC: 0.5421, ACC AUC: 0.6739, ACC NDCG@20: 0.0175, Sub_model training time: 26.95min
RecEraser Sub-model 2, Epoch [77/2000], Runs: 840, Loss: 0.0213, UL AUC: 0.5420, ACC AUC: 0.6740, ACC NDCG@20: 0.0174, Sub_model training time: 27.30min
RecEraser Sub-model 2, Epoch [78/2000], Runs: 840, Loss: 0.0212, UL AUC: 0.5424, ACC AUC: 0.6737, ACC NDCG@20: 0.0175, Sub_model training time: 27.66min
RecEraser Sub-model 2, Epoch [79/2000], Runs: 840, Loss: 0.0210, UL AUC: 0.5406, ACC AUC: 0.6741, ACC NDCG@20: 0.0176, Sub_model training time: 28.01min
RecEraser Sub-model 2, Epoch [80/2000], Runs: 840, Loss: 0.0214, UL AUC: 0.5411, ACC AUC: 0.6738, ACC NDCG@20: 0.0175, Sub_model training time: 28.37min
RecEraser Sub-model 2, Epoch [81/2000], Runs: 840, Loss: 0.0213, UL AUC: 0.5423, ACC AUC: 0.6736, ACC NDCG@20: 0.0173, Sub_model training time: 28.72min
RecEraser Sub-model 2, Epoch [82/2000], Runs: 840, Loss: 0.0212, UL AUC: 0.5412, ACC AUC: 0.6738, ACC NDCG@20: 0.0170, Sub_model training time: 29.08min
RecEraser Sub-model 2, Epoch [83/2000], Runs: 840, Loss: 0.0212, UL AUC: 0.5413, ACC AUC: 0.6741, ACC NDCG@20: 0.0169, Sub_model training time: 29.43min
RecEraser Sub-model 2, Epoch [84/2000], Runs: 840, Loss: 0.0207, UL AUC: 0.5418, ACC AUC: 0.6738, ACC NDCG@20: 0.0172, Sub_model training time: 29.77min
RecEraser Sub-model 2, Epoch [85/2000], Runs: 840, Loss: 0.0207, UL AUC: 0.5423, ACC AUC: 0.6740, ACC NDCG@20: 0.0173, Sub_model training time: 30.12min
RecEraser Sub-model 2, Epoch [86/2000], Runs: 840, Loss: 0.0209, UL AUC: 0.5431, ACC AUC: 0.6737, ACC NDCG@20: 0.0174, Sub_model training time: 30.47min
RecEraser Sub-model 2, Epoch [87/2000], Runs: 840, Loss: 0.0205, UL AUC: 0.5433, ACC AUC: 0.6733, ACC NDCG@20: 0.0176, Sub_model training time: 30.83min
RecEraser Sub-model 2, Epoch [88/2000], Runs: 840, Loss: 0.0208, UL AUC: 0.5413, ACC AUC: 0.6733, ACC NDCG@20: 0.0178, Sub_model training time: 31.18min
RecEraser Sub-model 2, Epoch [89/2000], Runs: 840, Loss: 0.0205, UL AUC: 0.5415, ACC AUC: 0.6734, ACC NDCG@20: 0.0176, Sub_model training time: 31.53min
RecEraser Sub-model 2, Epoch [90/2000], Runs: 840, Loss: 0.0206, UL AUC: 0.5408, ACC AUC: 0.6736, ACC NDCG@20: 0.0177, Sub_model training time: 31.88min
RecEraser Sub-model 2, Epoch [91/2000], Runs: 840, Loss: 0.0208, UL AUC: 0.5415, ACC AUC: 0.6735, ACC NDCG@20: 0.0176, Sub_model training time: 32.23min
RecEraser Sub-model 2, Epoch [92/2000], Runs: 840, Loss: 0.0207, UL AUC: 0.5410, ACC AUC: 0.6734, ACC NDCG@20: 0.0179, Sub_model training time: 32.58min
RecEraser Sub-model 2, Epoch [93/2000], Runs: 840, Loss: 0.0205, UL AUC: 0.5417, ACC AUC: 0.6733, ACC NDCG@20: 0.0178, Sub_model training time: 32.93min
RecEraser Sub-model 2, Epoch [94/2000], Runs: 840, Loss: 0.0205, UL AUC: 0.5426, ACC AUC: 0.6739, ACC NDCG@20: 0.0180, Sub_model training time: 33.28min
RecEraser Sub-model 2, Epoch [95/2000], Runs: 840, Loss: 0.0206, UL AUC: 0.5429, ACC AUC: 0.6737, ACC NDCG@20: 0.0177, Sub_model training time: 33.64min
RecEraser Sub-model 2, Epoch [96/2000], Runs: 840, Loss: 0.0202, UL AUC: 0.5434, ACC AUC: 0.6739, ACC NDCG@20: 0.0178, Sub_model training time: 33.99min
RecEraser Sub-model 2, Epoch [97/2000], Runs: 840, Loss: 0.0205, UL AUC: 0.5445, ACC AUC: 0.6733, ACC NDCG@20: 0.0174, Sub_model training time: 34.35min
RecEraser Sub-model 2, Epoch [98/2000], Runs: 840, Loss: 0.0202, UL AUC: 0.5429, ACC AUC: 0.6737, ACC NDCG@20: 0.0177, Sub_model training time: 34.69min
RecEraser Sub-model 2, Epoch [99/2000], Runs: 840, Loss: 0.0206, UL AUC: 0.5428, ACC AUC: 0.6734, ACC NDCG@20: 0.0179, Sub_model training time: 35.04min
RecEraser Sub-model 2, Epoch [100/2000], Runs: 840, Loss: 0.0202, UL AUC: 0.5432, ACC AUC: 0.6731, ACC NDCG@20: 0.0177, Sub_model training time: 35.39min
RecEraser Sub-model 2, Epoch [101/2000], Runs: 840, Loss: 0.0203, UL AUC: 0.5432, ACC AUC: 0.6730, ACC NDCG@20: 0.0178, Sub_model training time: 35.75min
RecEraser Sub-model 2, Epoch [102/2000], Runs: 840, Loss: 0.0201, UL AUC: 0.5434, ACC AUC: 0.6730, ACC NDCG@20: 0.0175, Sub_model training time: 36.10min
RecEraser Sub-model 2, Epoch [103/2000], Runs: 840, Loss: 0.0201, UL AUC: 0.5445, ACC AUC: 0.6726, ACC NDCG@20: 0.0177, Sub_model training time: 36.45min
RecEraser Sub-model 2, Epoch [104/2000], Runs: 840, Loss: 0.0202, UL AUC: 0.5433, ACC AUC: 0.6729, ACC NDCG@20: 0.0179, Sub_model training time: 36.80min
RecEraser Sub-model 2, Epoch [105/2000], Runs: 840, Loss: 0.0201, UL AUC: 0.5425, ACC AUC: 0.6731, ACC NDCG@20: 0.0178, Sub_model training time: 37.16min
RecEraser Sub-model 2, Epoch [106/2000], Runs: 840, Loss: 0.0201, UL AUC: 0.5420, ACC AUC: 0.6725, ACC NDCG@20: 0.0178, Sub_model training time: 37.51min
RecEraser Sub-model 2, Epoch [107/2000], Runs: 840, Loss: 0.0202, UL AUC: 0.5414, ACC AUC: 0.6725, ACC NDCG@20: 0.0177, Sub_model training time: 37.86min
RecEraser Sub-model 2, Epoch [108/2000], Runs: 840, Loss: 0.0198, UL AUC: 0.5418, ACC AUC: 0.6729, ACC NDCG@20: 0.0181, Sub_model training time: 38.22min
RecEraser Sub-model 2, Epoch [109/2000], Runs: 840, Loss: 0.0198, UL AUC: 0.5413, ACC AUC: 0.6733, ACC NDCG@20: 0.0181, Sub_model training time: 38.57min
RecEraser Sub-model 2, Epoch [110/2000], Runs: 840, Loss: 0.0200, UL AUC: 0.5419, ACC AUC: 0.6732, ACC NDCG@20: 0.0182, Sub_model training time: 38.93min
RecEraser Sub-model 2, Epoch [111/2000], Runs: 840, Loss: 0.0199, UL AUC: 0.5426, ACC AUC: 0.6729, ACC NDCG@20: 0.0182, Sub_model training time: 39.28min
RecEraser Sub-model 2, Epoch [112/2000], Runs: 840, Loss: 0.0199, UL AUC: 0.5436, ACC AUC: 0.6732, ACC NDCG@20: 0.0182, Sub_model training time: 39.64min
RecEraser Sub-model 2, Epoch [113/2000], Runs: 840, Loss: 0.0198, UL AUC: 0.5431, ACC AUC: 0.6730, ACC NDCG@20: 0.0181, Sub_model training time: 40.00min
RecEraser Sub-model 2, Epoch [114/2000], Runs: 840, Loss: 0.0203, UL AUC: 0.5428, ACC AUC: 0.6726, ACC NDCG@20: 0.0180, Sub_model training time: 40.35min
RecEraser Sub-model 2, Epoch [115/2000], Runs: 840, Loss: 0.0199, UL AUC: 0.5436, ACC AUC: 0.6731, ACC NDCG@20: 0.0182, Sub_model training time: 40.70min
RecEraser Sub-model 2, Epoch [116/2000], Runs: 840, Loss: 0.0201, UL AUC: 0.5433, ACC AUC: 0.6729, ACC NDCG@20: 0.0182, Sub_model training time: 41.06min
RecEraser Sub-model 2, Epoch [117/2000], Runs: 840, Loss: 0.0199, UL AUC: 0.5441, ACC AUC: 0.6728, ACC NDCG@20: 0.0178, Sub_model training time: 41.41min
RecEraser Sub-model 2, Epoch [118/2000], Runs: 840, Loss: 0.0199, UL AUC: 0.5449, ACC AUC: 0.6728, ACC NDCG@20: 0.0176, Sub_model training time: 41.77min
RecEraser Sub-model 2, Epoch [119/2000], Runs: 840, Loss: 0.0196, UL AUC: 0.5443, ACC AUC: 0.6735, ACC NDCG@20: 0.0179, Sub_model training time: 42.13min
RecEraser Sub-model 2, Epoch [120/2000], Runs: 840, Loss: 0.0197, UL AUC: 0.5444, ACC AUC: 0.6734, ACC NDCG@20: 0.0179, Sub_model training time: 42.48min
RecEraser Sub-model 2, Epoch [121/2000], Runs: 840, Loss: 0.0196, UL AUC: 0.5438, ACC AUC: 0.6730, ACC NDCG@20: 0.0180, Sub_model training time: 42.84min
RecEraser Sub-model 2, Epoch [122/2000], Runs: 840, Loss: 0.0199, UL AUC: 0.5448, ACC AUC: 0.6728, ACC NDCG@20: 0.0180, Sub_model training time: 43.20min
RecEraser Sub-model 2, Epoch [123/2000], Runs: 840, Loss: 0.0198, UL AUC: 0.5446, ACC AUC: 0.6733, ACC NDCG@20: 0.0183, Sub_model training time: 43.55min
RecEraser Sub-model 2, Epoch [124/2000], Runs: 840, Loss: 0.0198, UL AUC: 0.5446, ACC AUC: 0.6727, ACC NDCG@20: 0.0178, Sub_model training time: 43.91min
RecEraser Sub-model 2, Epoch [125/2000], Runs: 840, Loss: 0.0201, UL AUC: 0.5448, ACC AUC: 0.6728, ACC NDCG@20: 0.0178, Sub_model training time: 44.27min
RecEraser Sub-model 2, Epoch [126/2000], Runs: 840, Loss: 0.0197, UL AUC: 0.5447, ACC AUC: 0.6728, ACC NDCG@20: 0.0178, Sub_model training time: 44.63min
RecEraser Sub-model 2, Epoch [127/2000], Runs: 840, Loss: 0.0194, UL AUC: 0.5453, ACC AUC: 0.6733, ACC NDCG@20: 0.0177, Sub_model training time: 44.99min
RecEraser Sub-model 2, Epoch [128/2000], Runs: 840, Loss: 0.0196, UL AUC: 0.5460, ACC AUC: 0.6730, ACC NDCG@20: 0.0178, Sub_model training time: 45.34min
RecEraser Sub-model 2, Epoch [129/2000], Runs: 840, Loss: 0.0194, UL AUC: 0.5441, ACC AUC: 0.6730, ACC NDCG@20: 0.0180, Sub_model training time: 45.71min
RecEraser Sub-model 2, Epoch [130/2000], Runs: 840, Loss: 0.0196, UL AUC: 0.5444, ACC AUC: 0.6729, ACC NDCG@20: 0.0179, Sub_model training time: 46.05min
RecEraser Sub-model 2, Epoch [131/2000], Runs: 840, Loss: 0.0194, UL AUC: 0.5445, ACC AUC: 0.6732, ACC NDCG@20: 0.0181, Sub_model training time: 46.41min
RecEraser Sub-model 2, Epoch [132/2000], Runs: 840, Loss: 0.0197, UL AUC: 0.5450, ACC AUC: 0.6726, ACC NDCG@20: 0.0179, Sub_model training time: 46.76min
RecEraser Sub-model 2, Epoch [133/2000], Runs: 840, Loss: 0.0196, UL AUC: 0.5446, ACC AUC: 0.6731, ACC NDCG@20: 0.0180, Sub_model training time: 47.12min
RecEraser Sub-model 2, Epoch [134/2000], Runs: 840, Loss: 0.0197, UL AUC: 0.5434, ACC AUC: 0.6729, ACC NDCG@20: 0.0182, Sub_model training time: 47.48min
RecEraser Sub-model 2, Epoch [135/2000], Runs: 840, Loss: 0.0193, UL AUC: 0.5439, ACC AUC: 0.6731, ACC NDCG@20: 0.0181, Sub_model training time: 47.83min
RecEraser Sub-model 2, Epoch [136/2000], Runs: 840, Loss: 0.0195, UL AUC: 0.5430, ACC AUC: 0.6729, ACC NDCG@20: 0.0183, Sub_model training time: 48.19min
RecEraser Sub-model 2, Epoch [137/2000], Runs: 840, Loss: 0.0193, UL AUC: 0.5431, ACC AUC: 0.6728, ACC NDCG@20: 0.0181, Sub_model training time: 48.54min
RecEraser Sub-model 2, Epoch [138/2000], Runs: 840, Loss: 0.0193, UL AUC: 0.5433, ACC AUC: 0.6725, ACC NDCG@20: 0.0180, Sub_model training time: 48.89min
RecEraser Sub-model 2, Epoch [139/2000], Runs: 840, Loss: 0.0195, UL AUC: 0.5431, ACC AUC: 0.6730, ACC NDCG@20: 0.0183, Sub_model training time: 49.24min
RecEraser Sub-model 2, Epoch [140/2000], Runs: 840, Loss: 0.0191, UL AUC: 0.5428, ACC AUC: 0.6730, ACC NDCG@20: 0.0185, Sub_model training time: 49.59min
RecEraser Sub-model 2, Epoch [141/2000], Runs: 840, Loss: 0.0194, UL AUC: 0.5436, ACC AUC: 0.6729, ACC NDCG@20: 0.0183, Sub_model training time: 49.95min
RecEraser Sub-model 2, Epoch [142/2000], Runs: 840, Loss: 0.0194, UL AUC: 0.5432, ACC AUC: 0.6736, ACC NDCG@20: 0.0185, Sub_model training time: 50.30min
RecEraser Sub-model 2, Epoch [143/2000], Runs: 840, Loss: 0.0197, UL AUC: 0.5434, ACC AUC: 0.6735, ACC NDCG@20: 0.0182, Sub_model training time: 50.66min
RecEraser Sub-model 2, Epoch [144/2000], Runs: 840, Loss: 0.0194, UL AUC: 0.5435, ACC AUC: 0.6733, ACC NDCG@20: 0.0181, Sub_model training time: 51.01min
RecEraser Sub-model 2, Epoch [145/2000], Runs: 840, Loss: 0.0192, UL AUC: 0.5437, ACC AUC: 0.6725, ACC NDCG@20: 0.0184, Sub_model training time: 51.35min
RecEraser Sub-model 2, Epoch [146/2000], Runs: 840, Loss: 0.0191, UL AUC: 0.5441, ACC AUC: 0.6725, ACC NDCG@20: 0.0181, Sub_model training time: 51.71min
RecEraser Sub-model 2, Epoch [147/2000], Runs: 840, Loss: 0.0191, UL AUC: 0.5437, ACC AUC: 0.6728, ACC NDCG@20: 0.0183, Sub_model training time: 52.06min
RecEraser Sub-model 2, Epoch [148/2000], Runs: 840, Loss: 0.0191, UL AUC: 0.5448, ACC AUC: 0.6726, ACC NDCG@20: 0.0184, Sub_model training time: 52.42min
RecEraser Sub-model 2, Epoch [149/2000], Runs: 840, Loss: 0.0194, UL AUC: 0.5428, ACC AUC: 0.6727, ACC NDCG@20: 0.0183, Sub_model training time: 52.78min
RecEraser Sub-model 2, Epoch [150/2000], Runs: 840, Loss: 0.0194, UL AUC: 0.5430, ACC AUC: 0.6724, ACC NDCG@20: 0.0180, Sub_model training time: 53.13min
RecEraser Sub-model 2, Epoch [151/2000], Runs: 840, Loss: 0.0192, UL AUC: 0.5427, ACC AUC: 0.6726, ACC NDCG@20: 0.0182, Sub_model training time: 53.49min
RecEraser Sub-model 2, Epoch [152/2000], Runs: 840, Loss: 0.0195, UL AUC: 0.5431, ACC AUC: 0.6728, ACC NDCG@20: 0.0183, Sub_model training time: 53.84min
RecEraser Sub-model 2, Epoch [153/2000], Runs: 840, Loss: 0.0193, UL AUC: 0.5437, ACC AUC: 0.6727, ACC NDCG@20: 0.0181, Sub_model training time: 54.20min
RecEraser Sub-model 2, Epoch [154/2000], Runs: 840, Loss: 0.0191, UL AUC: 0.5432, ACC AUC: 0.6729, ACC NDCG@20: 0.0182, Sub_model training time: 54.54min
RecEraser Sub-model 2, Epoch [155/2000], Runs: 840, Loss: 0.0195, UL AUC: 0.5442, ACC AUC: 0.6731, ACC NDCG@20: 0.0183, Sub_model training time: 54.90min
RecEraser Sub-model 2, Epoch [156/2000], Runs: 840, Loss: 0.0193, UL AUC: 0.5435, ACC AUC: 0.6724, ACC NDCG@20: 0.0181, Sub_model training time: 55.25min
RecEraser Sub-model 2, Epoch [157/2000], Runs: 840, Loss: 0.0192, UL AUC: 0.5429, ACC AUC: 0.6721, ACC NDCG@20: 0.0181, Sub_model training time: 55.61min
RecEraser Sub-model 2, Epoch [158/2000], Runs: 840, Loss: 0.0194, UL AUC: 0.5442, ACC AUC: 0.6720, ACC NDCG@20: 0.0182, Sub_model training time: 55.95min
RecEraser Sub-model 2, Epoch [159/2000], Runs: 840, Loss: 0.0190, UL AUC: 0.5439, ACC AUC: 0.6729, ACC NDCG@20: 0.0184, Sub_model training time: 56.30min
RecEraser Sub-model 2, Epoch [160/2000], Runs: 840, Loss: 0.0192, UL AUC: 0.5444, ACC AUC: 0.6727, ACC NDCG@20: 0.0183, Sub_model training time: 56.66min
RecEraser Sub-model 2, Epoch [161/2000], Runs: 840, Loss: 0.0192, UL AUC: 0.5442, ACC AUC: 0.6731, ACC NDCG@20: 0.0185, Sub_model training time: 57.01min
RecEraser Sub-model 2, Epoch [162/2000], Runs: 840, Loss: 0.0193, UL AUC: 0.5437, ACC AUC: 0.6729, ACC NDCG@20: 0.0184, Sub_model training time: 57.36min
RecEraser Sub-model 2, Epoch [163/2000], Runs: 840, Loss: 0.0191, UL AUC: 0.5430, ACC AUC: 0.6730, ACC NDCG@20: 0.0185, Sub_model training time: 57.71min
RecEraser Sub-model 2, Epoch [164/2000], Runs: 840, Loss: 0.0191, UL AUC: 0.5437, ACC AUC: 0.6728, ACC NDCG@20: 0.0184, Sub_model training time: 58.07min
RecEraser Sub-model 2, Epoch [165/2000], Runs: 840, Loss: 0.0193, UL AUC: 0.5450, ACC AUC: 0.6725, ACC NDCG@20: 0.0183, Sub_model training time: 58.42min
RecEraser Sub-model 2, Epoch [166/2000], Runs: 840, Loss: 0.0191, UL AUC: 0.5452, ACC AUC: 0.6726, ACC NDCG@20: 0.0183, Sub_model training time: 58.77min
RecEraser Sub-model 2, Epoch [167/2000], Runs: 840, Loss: 0.0192, UL AUC: 0.5443, ACC AUC: 0.6725, ACC NDCG@20: 0.0185, Sub_model training time: 59.13min
RecEraser Sub-model 2, Epoch [168/2000], Runs: 840, Loss: 0.0192, UL AUC: 0.5444, ACC AUC: 0.6724, ACC NDCG@20: 0.0186, Sub_model training time: 59.48min
RecEraser Sub-model 2, Epoch [169/2000], Runs: 840, Loss: 0.0193, UL AUC: 0.5445, ACC AUC: 0.6725, ACC NDCG@20: 0.0186, Sub_model training time: 59.83min
RecEraser Sub-model 2, Epoch [170/2000], Runs: 840, Loss: 0.0193, UL AUC: 0.5442, ACC AUC: 0.6721, ACC NDCG@20: 0.0186, Sub_model training time: 60.18min
RecEraser Sub-model 2, Epoch [171/2000], Runs: 840, Loss: 0.0190, UL AUC: 0.5443, ACC AUC: 0.6723, ACC NDCG@20: 0.0187, Sub_model training time: 60.54min
RecEraser Sub-model 2, Epoch [172/2000], Runs: 840, Loss: 0.0191, UL AUC: 0.5451, ACC AUC: 0.6723, ACC NDCG@20: 0.0186, Sub_model training time: 60.89min
RecEraser Sub-model 2, Epoch [173/2000], Runs: 840, Loss: 0.0191, UL AUC: 0.5454, ACC AUC: 0.6726, ACC NDCG@20: 0.0187, Sub_model training time: 61.25min
RecEraser Sub-model 2, Epoch [174/2000], Runs: 840, Loss: 0.0190, UL AUC: 0.5450, ACC AUC: 0.6725, ACC NDCG@20: 0.0187, Sub_model training time: 61.60min
RecEraser Sub-model 2, Epoch [175/2000], Runs: 840, Loss: 0.0191, UL AUC: 0.5456, ACC AUC: 0.6728, ACC NDCG@20: 0.0186, Sub_model training time: 61.95min
RecEraser Sub-model 2, Epoch [176/2000], Runs: 840, Loss: 0.0194, UL AUC: 0.5461, ACC AUC: 0.6724, ACC NDCG@20: 0.0185, Sub_model training time: 62.31min
RecEraser Sub-model 2, Epoch [177/2000], Runs: 840, Loss: 0.0192, UL AUC: 0.5446, ACC AUC: 0.6728, ACC NDCG@20: 0.0183, Sub_model training time: 62.66min
RecEraser Sub-model 2, Epoch [178/2000], Runs: 840, Loss: 0.0191, UL AUC: 0.5447, ACC AUC: 0.6719, ACC NDCG@20: 0.0181, Sub_model training time: 63.02min
RecEraser Sub-model 2, Epoch [179/2000], Runs: 840, Loss: 0.0192, UL AUC: 0.5434, ACC AUC: 0.6723, ACC NDCG@20: 0.0180, Sub_model training time: 63.37min
RecEraser Sub-model 2, Epoch [180/2000], Runs: 840, Loss: 0.0189, UL AUC: 0.5446, ACC AUC: 0.6728, ACC NDCG@20: 0.0183, Sub_model training time: 63.73min
RecEraser Sub-model 2, Epoch [181/2000], Runs: 840, Loss: 0.0189, UL AUC: 0.5450, ACC AUC: 0.6732, ACC NDCG@20: 0.0184, Sub_model training time: 64.09min
RecEraser Sub-model 2, Epoch [182/2000], Runs: 840, Loss: 0.0191, UL AUC: 0.5438, ACC AUC: 0.6731, ACC NDCG@20: 0.0182, Sub_model training time: 64.44min
RecEraser Sub-model 2, Epoch [183/2000], Runs: 840, Loss: 0.0190, UL AUC: 0.5448, ACC AUC: 0.6727, ACC NDCG@20: 0.0183, Sub_model training time: 64.80min
RecEraser Sub-model 2, Epoch [184/2000], Runs: 840, Loss: 0.0192, UL AUC: 0.5439, ACC AUC: 0.6728, ACC NDCG@20: 0.0185, Sub_model training time: 65.15min
RecEraser Sub-model 2, Epoch [185/2000], Runs: 840, Loss: 0.0192, UL AUC: 0.5434, ACC AUC: 0.6728, ACC NDCG@20: 0.0184, Sub_model training time: 65.49min
RecEraser Sub-model 2, Epoch [186/2000], Runs: 840, Loss: 0.0189, UL AUC: 0.5430, ACC AUC: 0.6726, ACC NDCG@20: 0.0184, Sub_model training time: 65.85min
RecEraser Sub-model 2, Epoch [187/2000], Runs: 840, Loss: 0.0190, UL AUC: 0.5429, ACC AUC: 0.6730, ACC NDCG@20: 0.0185, Sub_model training time: 66.20min
RecEraser Sub-model 2, Epoch [188/2000], Runs: 840, Loss: 0.0189, UL AUC: 0.5440, ACC AUC: 0.6726, ACC NDCG@20: 0.0185, Sub_model training time: 66.55min
RecEraser Sub-model 2, Epoch [189/2000], Runs: 840, Loss: 0.0190, UL AUC: 0.5439, ACC AUC: 0.6725, ACC NDCG@20: 0.0184, Sub_model training time: 66.91min
RecEraser Sub-model 2, Epoch [190/2000], Runs: 840, Loss: 0.0190, UL AUC: 0.5447, ACC AUC: 0.6726, ACC NDCG@20: 0.0185, Sub_model training time: 67.27min
RecEraser Sub-model 2, Epoch [191/2000], Runs: 840, Loss: 0.0188, UL AUC: 0.5451, ACC AUC: 0.6728, ACC NDCG@20: 0.0187, Sub_model training time: 67.62min
RecEraser Sub-model 2, Epoch [192/2000], Runs: 840, Loss: 0.0194, UL AUC: 0.5465, ACC AUC: 0.6728, ACC NDCG@20: 0.0187, Sub_model training time: 67.97min
RecEraser Sub-model 2, Epoch [193/2000], Runs: 840, Loss: 0.0189, UL AUC: 0.5463, ACC AUC: 0.6729, ACC NDCG@20: 0.0188, Sub_model training time: 68.33min
RecEraser Sub-model 2, Epoch [194/2000], Runs: 840, Loss: 0.0193, UL AUC: 0.5461, ACC AUC: 0.6731, ACC NDCG@20: 0.0189, Sub_model training time: 68.68min
RecEraser Sub-model 2, Epoch [195/2000], Runs: 840, Loss: 0.0189, UL AUC: 0.5461, ACC AUC: 0.6735, ACC NDCG@20: 0.0186, Sub_model training time: 69.04min
RecEraser Sub-model 2, Epoch [196/2000], Runs: 840, Loss: 0.0187, UL AUC: 0.5458, ACC AUC: 0.6732, ACC NDCG@20: 0.0185, Sub_model training time: 69.39min
RecEraser Sub-model 2, Epoch [197/2000], Runs: 840, Loss: 0.0190, UL AUC: 0.5446, ACC AUC: 0.6729, ACC NDCG@20: 0.0185, Sub_model training time: 69.75min
RecEraser Sub-model 2, Epoch [198/2000], Runs: 840, Loss: 0.0190, UL AUC: 0.5449, ACC AUC: 0.6732, ACC NDCG@20: 0.0184, Sub_model training time: 70.10min
RecEraser Sub-model 2, Epoch [199/2000], Runs: 840, Loss: 0.0188, UL AUC: 0.5452, ACC AUC: 0.6729, ACC NDCG@20: 0.0184, Sub_model training time: 70.45min
RecEraser Sub-model 2, Epoch [200/2000], Runs: 840, Loss: 0.0189, UL AUC: 0.5448, ACC AUC: 0.6731, ACC NDCG@20: 0.0186, Sub_model training time: 70.80min
RecEraser Sub-model 2, Epoch [201/2000], Runs: 840, Loss: 0.0187, UL AUC: 0.5450, ACC AUC: 0.6730, ACC NDCG@20: 0.0184, Sub_model training time: 71.15min
RecEraser Sub-model 2, Epoch [202/2000], Runs: 840, Loss: 0.0194, UL AUC: 0.5450, ACC AUC: 0.6730, ACC NDCG@20: 0.0182, Sub_model training time: 71.50min
RecEraser Sub-model 2, Epoch [203/2000], Runs: 840, Loss: 0.0191, UL AUC: 0.5452, ACC AUC: 0.6733, ACC NDCG@20: 0.0183, Sub_model training time: 71.86min
RecEraser Sub-model 2, Epoch [204/2000], Runs: 840, Loss: 0.0189, UL AUC: 0.5445, ACC AUC: 0.6733, ACC NDCG@20: 0.0182, Sub_model training time: 72.21min
RecEraser Sub-model 2, Epoch [205/2000], Runs: 840, Loss: 0.0188, UL AUC: 0.5445, ACC AUC: 0.6732, ACC NDCG@20: 0.0185, Sub_model training time: 72.56min
RecEraser Sub-model 2, Epoch [206/2000], Runs: 840, Loss: 0.0189, UL AUC: 0.5439, ACC AUC: 0.6735, ACC NDCG@20: 0.0186, Sub_model training time: 72.92min
RecEraser Sub-model 2, Epoch [207/2000], Runs: 840, Loss: 0.0190, UL AUC: 0.5446, ACC AUC: 0.6734, ACC NDCG@20: 0.0183, Sub_model training time: 73.27min
RecEraser Sub-model 2, Epoch [208/2000], Runs: 840, Loss: 0.0186, UL AUC: 0.5457, ACC AUC: 0.6734, ACC NDCG@20: 0.0186, Sub_model training time: 73.62min
RecEraser Sub-model 2, Epoch [209/2000], Runs: 840, Loss: 0.0187, UL AUC: 0.5452, ACC AUC: 0.6734, ACC NDCG@20: 0.0186, Sub_model training time: 73.97min
RecEraser Sub-model 2, Epoch [210/2000], Runs: 840, Loss: 0.0189, UL AUC: 0.5446, ACC AUC: 0.6733, ACC NDCG@20: 0.0183, Sub_model training time: 74.32min
RecEraser Sub-model 2, Epoch [211/2000], Runs: 840, Loss: 0.0191, UL AUC: 0.5435, ACC AUC: 0.6731, ACC NDCG@20: 0.0183, Sub_model training time: 74.68min
RecEraser Sub-model 2, Epoch [212/2000], Runs: 840, Loss: 0.0188, UL AUC: 0.5441, ACC AUC: 0.6731, ACC NDCG@20: 0.0186, Sub_model training time: 75.04min
RecEraser Sub-model 2, Epoch [213/2000], Runs: 840, Loss: 0.0189, UL AUC: 0.5447, ACC AUC: 0.6730, ACC NDCG@20: 0.0187, Sub_model training time: 75.39min
RecEraser Sub-model 2, Epoch [214/2000], Runs: 840, Loss: 0.0191, UL AUC: 0.5439, ACC AUC: 0.6733, ACC NDCG@20: 0.0186, Sub_model training time: 75.75min
RecEraser Sub-model 2, Epoch [215/2000], Runs: 840, Loss: 0.0186, UL AUC: 0.5435, ACC AUC: 0.6731, ACC NDCG@20: 0.0186, Sub_model training time: 76.10min
RecEraser Sub-model 2, Epoch [216/2000], Runs: 840, Loss: 0.0185, UL AUC: 0.5432, ACC AUC: 0.6731, ACC NDCG@20: 0.0185, Sub_model training time: 76.44min
RecEraser Sub-model 2, Epoch [217/2000], Runs: 840, Loss: 0.0191, UL AUC: 0.5444, ACC AUC: 0.6735, ACC NDCG@20: 0.0185, Sub_model training time: 76.80min
RecEraser Sub-model 2, Epoch [218/2000], Runs: 840, Loss: 0.0190, UL AUC: 0.5447, ACC AUC: 0.6735, ACC NDCG@20: 0.0183, Sub_model training time: 77.15min
RecEraser Sub-model 2, Epoch [219/2000], Runs: 840, Loss: 0.0188, UL AUC: 0.5448, ACC AUC: 0.6737, ACC NDCG@20: 0.0183, Sub_model training time: 77.50min
RecEraser Sub-model 2, Epoch [220/2000], Runs: 840, Loss: 0.0187, UL AUC: 0.5453, ACC AUC: 0.6739, ACC NDCG@20: 0.0185, Sub_model training time: 77.85min
RecEraser Sub-model 2, Epoch [221/2000], Runs: 840, Loss: 0.0187, UL AUC: 0.5449, ACC AUC: 0.6734, ACC NDCG@20: 0.0184, Sub_model training time: 78.21min
RecEraser Sub-model 2, Epoch [222/2000], Runs: 840, Loss: 0.0188, UL AUC: 0.5457, ACC AUC: 0.6735, ACC NDCG@20: 0.0187, Sub_model training time: 78.56min
RecEraser Sub-model 2, Epoch [223/2000], Runs: 840, Loss: 0.0190, UL AUC: 0.5461, ACC AUC: 0.6731, ACC NDCG@20: 0.0188, Sub_model training time: 78.91min
RecEraser Sub-model 2, Epoch [224/2000], Runs: 840, Loss: 0.0187, UL AUC: 0.5462, ACC AUC: 0.6734, ACC NDCG@20: 0.0188, Sub_model training time: 79.26min
RecEraser Sub-model 2, Epoch [225/2000], Runs: 840, Loss: 0.0188, UL AUC: 0.5444, ACC AUC: 0.6728, ACC NDCG@20: 0.0187, Sub_model training time: 79.61min
RecEraser Sub-model 2, Epoch [226/2000], Runs: 840, Loss: 0.0188, UL AUC: 0.5433, ACC AUC: 0.6731, ACC NDCG@20: 0.0188, Sub_model training time: 79.97min
RecEraser Sub-model 2, Epoch [227/2000], Runs: 840, Loss: 0.0187, UL AUC: 0.5440, ACC AUC: 0.6721, ACC NDCG@20: 0.0187, Sub_model training time: 80.32min
RecEraser Sub-model 2, Epoch [228/2000], Runs: 840, Loss: 0.0189, UL AUC: 0.5432, ACC AUC: 0.6726, ACC NDCG@20: 0.0189, Sub_model training time: 80.67min
RecEraser Sub-model 2, Epoch [229/2000], Runs: 840, Loss: 0.0189, UL AUC: 0.5438, ACC AUC: 0.6732, ACC NDCG@20: 0.0190, Sub_model training time: 81.03min
RecEraser Sub-model 2, Epoch [230/2000], Runs: 840, Loss: 0.0188, UL AUC: 0.5450, ACC AUC: 0.6729, ACC NDCG@20: 0.0188, Sub_model training time: 81.39min
RecEraser Sub-model 2, Epoch [231/2000], Runs: 840, Loss: 0.0190, UL AUC: 0.5436, ACC AUC: 0.6726, ACC NDCG@20: 0.0188, Sub_model training time: 81.72min
RecEraser Sub-model 2, Epoch [232/2000], Runs: 840, Loss: 0.0187, UL AUC: 0.5443, ACC AUC: 0.6728, ACC NDCG@20: 0.0189, Sub_model training time: 82.08min
RecEraser Sub-model 2, Epoch [233/2000], Runs: 840, Loss: 0.0186, UL AUC: 0.5437, ACC AUC: 0.6729, ACC NDCG@20: 0.0187, Sub_model training time: 82.44min
RecEraser Sub-model 2, Epoch [234/2000], Runs: 840, Loss: 0.0189, UL AUC: 0.5436, ACC AUC: 0.6726, ACC NDCG@20: 0.0188, Sub_model training time: 82.79min
RecEraser Sub-model 2, Epoch [235/2000], Runs: 840, Loss: 0.0189, UL AUC: 0.5438, ACC AUC: 0.6731, ACC NDCG@20: 0.0190, Sub_model training time: 83.15min
RecEraser Sub-model 2, Epoch [236/2000], Runs: 840, Loss: 0.0187, UL AUC: 0.5434, ACC AUC: 0.6730, ACC NDCG@20: 0.0190, Sub_model training time: 83.50min
RecEraser Sub-model 2, Epoch [237/2000], Runs: 840, Loss: 0.0186, UL AUC: 0.5431, ACC AUC: 0.6734, ACC NDCG@20: 0.0187, Sub_model training time: 83.86min
RecEraser Sub-model 2, Epoch [238/2000], Runs: 840, Loss: 0.0188, UL AUC: 0.5429, ACC AUC: 0.6733, ACC NDCG@20: 0.0189, Sub_model training time: 84.22min
RecEraser Sub-model 2, Epoch [239/2000], Runs: 840, Loss: 0.0188, UL AUC: 0.5435, ACC AUC: 0.6733, ACC NDCG@20: 0.0188, Sub_model training time: 84.57min
RecEraser Sub-model 2, Epoch [240/2000], Runs: 840, Loss: 0.0188, UL AUC: 0.5441, ACC AUC: 0.6733, ACC NDCG@20: 0.0188, Sub_model training time: 84.93min
RecEraser Sub-model 2, Epoch [241/2000], Runs: 840, Loss: 0.0188, UL AUC: 0.5442, ACC AUC: 0.6734, ACC NDCG@20: 0.0188, Sub_model training time: 85.29min
RecEraser Sub-model 2, Epoch [242/2000], Runs: 840, Loss: 0.0188, UL AUC: 0.5445, ACC AUC: 0.6734, ACC NDCG@20: 0.0190, Sub_model training time: 85.64min
RecEraser Sub-model 2, Epoch [243/2000], Runs: 840, Loss: 0.0186, UL AUC: 0.5439, ACC AUC: 0.6734, ACC NDCG@20: 0.0188, Sub_model training time: 86.00min
RecEraser Sub-model 2, Epoch [244/2000], Runs: 840, Loss: 0.0187, UL AUC: 0.5428, ACC AUC: 0.6734, ACC NDCG@20: 0.0187, Sub_model training time: 86.35min
RecEraser Sub-model 2, Epoch [245/2000], Runs: 840, Loss: 0.0185, UL AUC: 0.5427, ACC AUC: 0.6733, ACC NDCG@20: 0.0186, Sub_model training time: 86.70min
RecEraser Sub-model 2, Epoch [246/2000], Runs: 840, Loss: 0.0187, UL AUC: 0.5433, ACC AUC: 0.6737, ACC NDCG@20: 0.0187, Sub_model training time: 87.04min
RecEraser Sub-model 2, Epoch [247/2000], Runs: 840, Loss: 0.0187, UL AUC: 0.5428, ACC AUC: 0.6732, ACC NDCG@20: 0.0188, Sub_model training time: 87.40min
RecEraser Sub-model 2, Epoch [248/2000], Runs: 840, Loss: 0.0188, UL AUC: 0.5434, ACC AUC: 0.6735, ACC NDCG@20: 0.0186, Sub_model training time: 87.75min
RecEraser Sub-model 2, Epoch [249/2000], Runs: 840, Loss: 0.0189, UL AUC: 0.5445, ACC AUC: 0.6733, ACC NDCG@20: 0.0185, Sub_model training time: 88.11min
RecEraser Sub-model 2, Epoch [250/2000], Runs: 840, Loss: 0.0183, UL AUC: 0.5435, ACC AUC: 0.6735, ACC NDCG@20: 0.0186, Sub_model training time: 88.46min
RecEraser Sub-model 2, Epoch [251/2000], Runs: 840, Loss: 0.0187, UL AUC: 0.5454, ACC AUC: 0.6727, ACC NDCG@20: 0.0185, Sub_model training time: 88.81min
RecEraser Sub-model 2, Epoch [252/2000], Runs: 840, Loss: 0.0185, UL AUC: 0.5442, ACC AUC: 0.6730, ACC NDCG@20: 0.0185, Sub_model training time: 89.17min
RecEraser Sub-model 2, Epoch [253/2000], Runs: 840, Loss: 0.0187, UL AUC: 0.5448, ACC AUC: 0.6728, ACC NDCG@20: 0.0181, Sub_model training time: 89.52min
RecEraser Sub-model 2, Epoch [254/2000], Runs: 840, Loss: 0.0185, UL AUC: 0.5445, ACC AUC: 0.6729, ACC NDCG@20: 0.0183, Sub_model training time: 89.88min
RecEraser Sub-model 2, Epoch [255/2000], Runs: 840, Loss: 0.0186, UL AUC: 0.5441, ACC AUC: 0.6726, ACC NDCG@20: 0.0183, Sub_model training time: 90.23min
RecEraser Sub-model 2, Epoch [256/2000], Runs: 840, Loss: 0.0190, UL AUC: 0.5445, ACC AUC: 0.6725, ACC NDCG@20: 0.0182, Sub_model training time: 90.58min
RecEraser Sub-model 2, Epoch [257/2000], Runs: 840, Loss: 0.0184, UL AUC: 0.5444, ACC AUC: 0.6731, ACC NDCG@20: 0.0186, Sub_model training time: 90.93min
RecEraser Sub-model 2, Epoch [258/2000], Runs: 840, Loss: 0.0183, UL AUC: 0.5431, ACC AUC: 0.6732, ACC NDCG@20: 0.0186, Sub_model training time: 91.29min
RecEraser Sub-model 2, Epoch [259/2000], Runs: 840, Loss: 0.0186, UL AUC: 0.5436, ACC AUC: 0.6729, ACC NDCG@20: 0.0184, Sub_model training time: 91.64min
RecEraser Sub-model 2, Epoch [260/2000], Runs: 840, Loss: 0.0184, UL AUC: 0.5433, ACC AUC: 0.6733, ACC NDCG@20: 0.0186, Sub_model training time: 91.99min
RecEraser Sub-model 2, Epoch [261/2000], Runs: 840, Loss: 0.0185, UL AUC: 0.5429, ACC AUC: 0.6734, ACC NDCG@20: 0.0186, Sub_model training time: 92.34min
RecEraser Sub-model 2, Epoch [262/2000], Runs: 840, Loss: 0.0186, UL AUC: 0.5446, ACC AUC: 0.6734, ACC NDCG@20: 0.0186, Sub_model training time: 92.69min
RecEraser Sub-model 2, Epoch [263/2000], Runs: 840, Loss: 0.0188, UL AUC: 0.5442, ACC AUC: 0.6736, ACC NDCG@20: 0.0186, Sub_model training time: 93.05min
RecEraser Sub-model 2, Epoch [264/2000], Runs: 840, Loss: 0.0187, UL AUC: 0.5441, ACC AUC: 0.6733, ACC NDCG@20: 0.0185, Sub_model training time: 93.40min
RecEraser Sub-model 2, Epoch [265/2000], Runs: 840, Loss: 0.0186, UL AUC: 0.5437, ACC AUC: 0.6735, ACC NDCG@20: 0.0185, Sub_model training time: 93.75min
RecEraser Sub-model 2, Epoch [266/2000], Runs: 840, Loss: 0.0186, UL AUC: 0.5413, ACC AUC: 0.6738, ACC NDCG@20: 0.0185, Sub_model training time: 94.11min
RecEraser Sub-model 2, Epoch [267/2000], Runs: 840, Loss: 0.0188, UL AUC: 0.5429, ACC AUC: 0.6732, ACC NDCG@20: 0.0185, Sub_model training time: 94.47min
RecEraser Sub-model 2, Epoch [268/2000], Runs: 840, Loss: 0.0187, UL AUC: 0.5436, ACC AUC: 0.6731, ACC NDCG@20: 0.0188, Sub_model training time: 94.82min
RecEraser Sub-model 2, Epoch [269/2000], Runs: 840, Loss: 0.0188, UL AUC: 0.5436, ACC AUC: 0.6736, ACC NDCG@20: 0.0186, Sub_model training time: 95.17min
RecEraser Sub-model 2, Epoch [270/2000], Runs: 840, Loss: 0.0187, UL AUC: 0.5427, ACC AUC: 0.6730, ACC NDCG@20: 0.0188, Sub_model training time: 95.53min
RecEraser Sub-model 2, Epoch [271/2000], Runs: 840, Loss: 0.0187, UL AUC: 0.5436, ACC AUC: 0.6731, ACC NDCG@20: 0.0187, Sub_model training time: 95.88min
RecEraser Sub-model 2, Epoch [272/2000], Runs: 840, Loss: 0.0187, UL AUC: 0.5441, ACC AUC: 0.6730, ACC NDCG@20: 0.0188, Sub_model training time: 96.24min
RecEraser Sub-model 2, Epoch [273/2000], Runs: 840, Loss: 0.0187, UL AUC: 0.5449, ACC AUC: 0.6735, ACC NDCG@20: 0.0187, Sub_model training time: 96.60min
RecEraser Sub-model 2, Epoch [274/2000], Runs: 840, Loss: 0.0183, UL AUC: 0.5433, ACC AUC: 0.6737, ACC NDCG@20: 0.0189, Sub_model training time: 96.95min
RecEraser Sub-model 2, Epoch [275/2000], Runs: 840, Loss: 0.0186, UL AUC: 0.5445, ACC AUC: 0.6732, ACC NDCG@20: 0.0187, Sub_model training time: 97.31min
RecEraser Sub-model 2, Epoch [276/2000], Runs: 840, Loss: 0.0186, UL AUC: 0.5436, ACC AUC: 0.6733, ACC NDCG@20: 0.0187, Sub_model training time: 97.67min
RecEraser Sub-model 2, Epoch [277/2000], Runs: 840, Loss: 0.0186, UL AUC: 0.5435, ACC AUC: 0.6738, ACC NDCG@20: 0.0187, Sub_model training time: 98.02min
RecEraser Sub-model 2, Epoch [278/2000], Runs: 840, Loss: 0.0187, UL AUC: 0.5438, ACC AUC: 0.6737, ACC NDCG@20: 0.0187, Sub_model training time: 98.38min
RecEraser Sub-model 2, Epoch [279/2000], Runs: 840, Loss: 0.0186, UL AUC: 0.5445, ACC AUC: 0.6738, ACC NDCG@20: 0.0189, Sub_model training time: 98.74min
RecEraser Sub-model 2, Epoch [280/2000], Runs: 840, Loss: 0.0185, UL AUC: 0.5452, ACC AUC: 0.6740, ACC NDCG@20: 0.0191, Sub_model training time: 99.10min
RecEraser Sub-model 2, Epoch [281/2000], Runs: 840, Loss: 0.0187, UL AUC: 0.5445, ACC AUC: 0.6735, ACC NDCG@20: 0.0188, Sub_model training time: 99.45min
RecEraser Sub-model 2, Epoch [282/2000], Runs: 840, Loss: 0.0186, UL AUC: 0.5436, ACC AUC: 0.6733, ACC NDCG@20: 0.0186, Sub_model training time: 99.81min
RecEraser Sub-model 2, Epoch [283/2000], Runs: 840, Loss: 0.0183, UL AUC: 0.5445, ACC AUC: 0.6734, ACC NDCG@20: 0.0186, Sub_model training time: 100.16min
RecEraser Sub-model 2, Epoch [284/2000], Runs: 840, Loss: 0.0184, UL AUC: 0.5439, ACC AUC: 0.6738, ACC NDCG@20: 0.0187, Sub_model training time: 100.52min
RecEraser Sub-model 2, Epoch [285/2000], Runs: 840, Loss: 0.0185, UL AUC: 0.5448, ACC AUC: 0.6737, ACC NDCG@20: 0.0185, Sub_model training time: 100.87min
RecEraser Sub-model 2, Epoch [286/2000], Runs: 840, Loss: 0.0186, UL AUC: 0.5441, ACC AUC: 0.6739, ACC NDCG@20: 0.0187, Sub_model training time: 101.22min
RecEraser Sub-model 2, Epoch [287/2000], Runs: 840, Loss: 0.0187, UL AUC: 0.5445, ACC AUC: 0.6737, ACC NDCG@20: 0.0184, Sub_model training time: 101.57min
RecEraser Sub-model 2, Epoch [288/2000], Runs: 840, Loss: 0.0185, UL AUC: 0.5445, ACC AUC: 0.6733, ACC NDCG@20: 0.0186, Sub_model training time: 101.93min
RecEraser Sub-model 2, Epoch [289/2000], Runs: 840, Loss: 0.0185, UL AUC: 0.5445, ACC AUC: 0.6735, ACC NDCG@20: 0.0186, Sub_model training time: 102.28min
RecEraser Sub-model 2, Epoch [290/2000], Runs: 840, Loss: 0.0188, UL AUC: 0.5442, ACC AUC: 0.6730, ACC NDCG@20: 0.0183, Sub_model training time: 102.63min
RecEraser Sub-model 2, Epoch [291/2000], Runs: 840, Loss: 0.0185, UL AUC: 0.5448, ACC AUC: 0.6736, ACC NDCG@20: 0.0183, Sub_model training time: 102.99min
RecEraser Sub-model 2, Epoch [292/2000], Runs: 840, Loss: 0.0188, UL AUC: 0.5452, ACC AUC: 0.6731, ACC NDCG@20: 0.0184, Sub_model training time: 103.34min
RecEraser Sub-model 2, Epoch [293/2000], Runs: 840, Loss: 0.0185, UL AUC: 0.5451, ACC AUC: 0.6733, ACC NDCG@20: 0.0186, Sub_model training time: 103.69min
RecEraser Sub-model 2, Epoch [294/2000], Runs: 840, Loss: 0.0185, UL AUC: 0.5455, ACC AUC: 0.6738, ACC NDCG@20: 0.0187, Sub_model training time: 104.05min
RecEraser Sub-model 2, Epoch [295/2000], Runs: 840, Loss: 0.0187, UL AUC: 0.5458, ACC AUC: 0.6735, ACC NDCG@20: 0.0187, Sub_model training time: 104.40min
RecEraser Sub-model 2, Epoch [296/2000], Runs: 840, Loss: 0.0186, UL AUC: 0.5456, ACC AUC: 0.6733, ACC NDCG@20: 0.0187, Sub_model training time: 104.75min
RecEraser Sub-model 2, Epoch [297/2000], Runs: 840, Loss: 0.0185, UL AUC: 0.5462, ACC AUC: 0.6733, ACC NDCG@20: 0.0187, Sub_model training time: 105.10min
RecEraser Sub-model 2, Epoch [298/2000], Runs: 840, Loss: 0.0184, UL AUC: 0.5463, ACC AUC: 0.6733, ACC NDCG@20: 0.0186, Sub_model training time: 105.46min
RecEraser Sub-model 2, Epoch [299/2000], Runs: 840, Loss: 0.0184, UL AUC: 0.5464, ACC AUC: 0.6731, ACC NDCG@20: 0.0186, Sub_model training time: 105.81min
RecEraser Sub-model 2, Epoch [300/2000], Runs: 840, Loss: 0.0182, UL AUC: 0.5467, ACC AUC: 0.6734, ACC NDCG@20: 0.0183, Sub_model training time: 106.16min
RecEraser Sub-model 2, Epoch [301/2000], Runs: 840, Loss: 0.0184, UL AUC: 0.5461, ACC AUC: 0.6733, ACC NDCG@20: 0.0184, Sub_model training time: 106.52min
RecEraser Sub-model 2, Epoch [302/2000], Runs: 840, Loss: 0.0184, UL AUC: 0.5458, ACC AUC: 0.6739, ACC NDCG@20: 0.0186, Sub_model training time: 106.87min
RecEraser Sub-model 2, Epoch [303/2000], Runs: 840, Loss: 0.0186, UL AUC: 0.5464, ACC AUC: 0.6738, ACC NDCG@20: 0.0186, Sub_model training time: 107.22min
RecEraser Sub-model 2, Epoch [304/2000], Runs: 840, Loss: 0.0186, UL AUC: 0.5460, ACC AUC: 0.6731, ACC NDCG@20: 0.0183, Sub_model training time: 107.58min
RecEraser Sub-model 2, Epoch [305/2000], Runs: 840, Loss: 0.0186, UL AUC: 0.5462, ACC AUC: 0.6733, ACC NDCG@20: 0.0184, Sub_model training time: 107.94min
RecEraser Sub-model 2, Epoch [306/2000], Runs: 840, Loss: 0.0188, UL AUC: 0.5467, ACC AUC: 0.6731, ACC NDCG@20: 0.0183, Sub_model training time: 108.29min
RecEraser Sub-model 2, Epoch [307/2000], Runs: 840, Loss: 0.0183, UL AUC: 0.5457, ACC AUC: 0.6730, ACC NDCG@20: 0.0183, Sub_model training time: 108.65min
RecEraser Sub-model 2, Epoch [308/2000], Runs: 840, Loss: 0.0184, UL AUC: 0.5459, ACC AUC: 0.6736, ACC NDCG@20: 0.0186, Sub_model training time: 109.00min
RecEraser Sub-model 2, Epoch [309/2000], Runs: 840, Loss: 0.0188, UL AUC: 0.5467, ACC AUC: 0.6735, ACC NDCG@20: 0.0186, Sub_model training time: 109.35min
RecEraser Sub-model 2, Epoch [310/2000], Runs: 840, Loss: 0.0185, UL AUC: 0.5458, ACC AUC: 0.6735, ACC NDCG@20: 0.0186, Sub_model training time: 109.70min
RecEraser Sub-model 2, Epoch [311/2000], Runs: 840, Loss: 0.0185, UL AUC: 0.5460, ACC AUC: 0.6735, ACC NDCG@20: 0.0186, Sub_model training time: 110.05min
RecEraser Sub-model 2, Epoch [312/2000], Runs: 840, Loss: 0.0184, UL AUC: 0.5444, ACC AUC: 0.6734, ACC NDCG@20: 0.0185, Sub_model training time: 110.41min
RecEraser Sub-model 2, Epoch [313/2000], Runs: 840, Loss: 0.0184, UL AUC: 0.5447, ACC AUC: 0.6730, ACC NDCG@20: 0.0186, Sub_model training time: 110.76min
RecEraser Sub-model 2, Epoch [314/2000], Runs: 840, Loss: 0.0184, UL AUC: 0.5441, ACC AUC: 0.6730, ACC NDCG@20: 0.0185, Sub_model training time: 111.12min
RecEraser Sub-model 2, Epoch [315/2000], Runs: 840, Loss: 0.0187, UL AUC: 0.5432, ACC AUC: 0.6735, ACC NDCG@20: 0.0188, Sub_model training time: 111.47min
RecEraser Sub-model 2, Epoch [316/2000], Runs: 840, Loss: 0.0186, UL AUC: 0.5451, ACC AUC: 0.6732, ACC NDCG@20: 0.0187, Sub_model training time: 111.82min
RecEraser Sub-model 2, Epoch [317/2000], Runs: 840, Loss: 0.0185, UL AUC: 0.5444, ACC AUC: 0.6735, ACC NDCG@20: 0.0186, Sub_model training time: 112.17min
RecEraser Sub-model 2, Epoch [318/2000], Runs: 840, Loss: 0.0183, UL AUC: 0.5447, ACC AUC: 0.6735, ACC NDCG@20: 0.0186, Sub_model training time: 112.53min
RecEraser Sub-model 2, Epoch [319/2000], Runs: 840, Loss: 0.0186, UL AUC: 0.5441, ACC AUC: 0.6736, ACC NDCG@20: 0.0187, Sub_model training time: 112.89min
RecEraser Sub-model 2, Epoch [320/2000], Runs: 840, Loss: 0.0182, UL AUC: 0.5437, ACC AUC: 0.6738, ACC NDCG@20: 0.0188, Sub_model training time: 113.26min
RecEraser Sub-model 2, Epoch [321/2000], Runs: 840, Loss: 0.0186, UL AUC: 0.5442, ACC AUC: 0.6732, ACC NDCG@20: 0.0186, Sub_model training time: 113.62min
RecEraser Sub-model 2, Epoch [322/2000], Runs: 840, Loss: 0.0185, UL AUC: 0.5450, ACC AUC: 0.6738, ACC NDCG@20: 0.0189, Sub_model training time: 113.97min
RecEraser Sub-model 2, Epoch [323/2000], Runs: 840, Loss: 0.0183, UL AUC: 0.5442, ACC AUC: 0.6740, ACC NDCG@20: 0.0186, Sub_model training time: 114.32min
RecEraser Sub-model 2, Epoch [324/2000], Runs: 840, Loss: 0.0186, UL AUC: 0.5442, ACC AUC: 0.6739, ACC NDCG@20: 0.0186, Sub_model training time: 114.68min
RecEraser Sub-model 2, Epoch [325/2000], Runs: 840, Loss: 0.0184, UL AUC: 0.5448, ACC AUC: 0.6734, ACC NDCG@20: 0.0186, Sub_model training time: 115.04min
RecEraser Sub-model 2, Epoch [326/2000], Runs: 840, Loss: 0.0185, UL AUC: 0.5449, ACC AUC: 0.6735, ACC NDCG@20: 0.0186, Sub_model training time: 115.39min
RecEraser Sub-model 2, Epoch [327/2000], Runs: 840, Loss: 0.0188, UL AUC: 0.5453, ACC AUC: 0.6731, ACC NDCG@20: 0.0188, Sub_model training time: 115.75min
RecEraser Sub-model 2, Epoch [328/2000], Runs: 840, Loss: 0.0181, UL AUC: 0.5465, ACC AUC: 0.6731, ACC NDCG@20: 0.0188, Sub_model training time: 116.10min
RecEraser Sub-model 2, Epoch [329/2000], Runs: 840, Loss: 0.0181, UL AUC: 0.5466, ACC AUC: 0.6738, ACC NDCG@20: 0.0189, Sub_model training time: 116.45min
RecEraser Sub-model 2, Epoch [330/2000], Runs: 840, Loss: 0.0186, UL AUC: 0.5463, ACC AUC: 0.6734, ACC NDCG@20: 0.0186, Sub_model training time: 116.81min
[RecEraser] FINISH training SUB_MODELS, current time: 246.73min.
[RecEraser] START training ATTENTION layer, current time: 246.73min.
RecEraser Attention Layer Training. Epoch [1/2000], Runs: 798 Loss: 0.0520, UL AUC: 0.7639, ACC AUC: 0.8864, ACC NDCG@20: 0.0355, Attention layer training time: 0.52min
RecEraser Attention Layer Training. Epoch [2/2000], Runs: 798 Loss: 0.0470, UL AUC: 0.7658, ACC AUC: 0.8862, ACC NDCG@20: 0.0349, Attention layer training time: 1.04min
RecEraser Attention Layer Training. Epoch [3/2000], Runs: 798 Loss: 0.0470, UL AUC: 0.7686, ACC AUC: 0.8867, ACC NDCG@20: 0.0356, Attention layer training time: 1.56min
RecEraser Attention Layer Training. Epoch [4/2000], Runs: 798 Loss: 0.0468, UL AUC: 0.7667, ACC AUC: 0.8867, ACC NDCG@20: 0.0349, Attention layer training time: 2.08min
RecEraser Attention Layer Training. Epoch [5/2000], Runs: 798 Loss: 0.0470, UL AUC: 0.7676, ACC AUC: 0.8869, ACC NDCG@20: 0.0353, Attention layer training time: 2.60min
RecEraser Attention Layer Training. Epoch [6/2000], Runs: 798 Loss: 0.0463, UL AUC: 0.7663, ACC AUC: 0.8868, ACC NDCG@20: 0.0355, Attention layer training time: 3.12min
RecEraser Attention Layer Training. Epoch [7/2000], Runs: 798 Loss: 0.0466, UL AUC: 0.7706, ACC AUC: 0.8869, ACC NDCG@20: 0.0354, Attention layer training time: 3.63min
RecEraser Attention Layer Training. Epoch [8/2000], Runs: 798 Loss: 0.0467, UL AUC: 0.7694, ACC AUC: 0.8862, ACC NDCG@20: 0.0346, Attention layer training time: 4.15min
RecEraser Attention Layer Training. Epoch [9/2000], Runs: 798 Loss: 0.0468, UL AUC: 0.7672, ACC AUC: 0.8867, ACC NDCG@20: 0.0358, Attention layer training time: 4.66min
RecEraser Attention Layer Training. Epoch [10/2000], Runs: 798 Loss: 0.0463, UL AUC: 0.7684, ACC AUC: 0.8866, ACC NDCG@20: 0.0351, Attention layer training time: 5.18min
RecEraser Attention Layer Training. Epoch [11/2000], Runs: 798 Loss: 0.0467, UL AUC: 0.7664, ACC AUC: 0.8864, ACC NDCG@20: 0.0353, Attention layer training time: 5.70min
RecEraser Attention Layer Training. Epoch [12/2000], Runs: 798 Loss: 0.0462, UL AUC: 0.7670, ACC AUC: 0.8865, ACC NDCG@20: 0.0352, Attention layer training time: 6.22min
RecEraser Attention Layer Training. Epoch [13/2000], Runs: 798 Loss: 0.0465, UL AUC: 0.7684, ACC AUC: 0.8868, ACC NDCG@20: 0.0356, Attention layer training time: 6.73min
RecEraser Attention Layer Training. Epoch [14/2000], Runs: 798 Loss: 0.0468, UL AUC: 0.7665, ACC AUC: 0.8862, ACC NDCG@20: 0.0360, Attention layer training time: 7.24min
RecEraser Attention Layer Training. Epoch [15/2000], Runs: 798 Loss: 0.0465, UL AUC: 0.7709, ACC AUC: 0.8861, ACC NDCG@20: 0.0341, Attention layer training time: 7.76min
RecEraser Attention Layer Training. Epoch [16/2000], Runs: 798 Loss: 0.0465, UL AUC: 0.7715, ACC AUC: 0.8865, ACC NDCG@20: 0.0344, Attention layer training time: 8.27min
RecEraser Attention Layer Training. Epoch [17/2000], Runs: 798 Loss: 0.0462, UL AUC: 0.7729, ACC AUC: 0.8869, ACC NDCG@20: 0.0350, Attention layer training time: 8.77min
RecEraser Attention Layer Training. Epoch [18/2000], Runs: 798 Loss: 0.0462, UL AUC: 0.7687, ACC AUC: 0.8873, ACC NDCG@20: 0.0364, Attention layer training time: 9.28min
RecEraser Attention Layer Training. Epoch [19/2000], Runs: 798 Loss: 0.0462, UL AUC: 0.7701, ACC AUC: 0.8868, ACC NDCG@20: 0.0361, Attention layer training time: 9.79min
RecEraser Attention Layer Training. Epoch [20/2000], Runs: 798 Loss: 0.0466, UL AUC: 0.7690, ACC AUC: 0.8867, ACC NDCG@20: 0.0348, Attention layer training time: 10.31min
RecEraser Attention Layer Training. Epoch [21/2000], Runs: 798 Loss: 0.0460, UL AUC: 0.7698, ACC AUC: 0.8870, ACC NDCG@20: 0.0358, Attention layer training time: 10.84min
RecEraser Attention Layer Training. Epoch [22/2000], Runs: 798 Loss: 0.0462, UL AUC: 0.7663, ACC AUC: 0.8865, ACC NDCG@20: 0.0354, Attention layer training time: 11.36min
RecEraser Attention Layer Training. Epoch [23/2000], Runs: 798 Loss: 0.0461, UL AUC: 0.7704, ACC AUC: 0.8869, ACC NDCG@20: 0.0366, Attention layer training time: 11.89min
RecEraser Attention Layer Training. Epoch [24/2000], Runs: 798 Loss: 0.0459, UL AUC: 0.7686, ACC AUC: 0.8869, ACC NDCG@20: 0.0355, Attention layer training time: 12.41min
RecEraser Attention Layer Training. Epoch [25/2000], Runs: 798 Loss: 0.0462, UL AUC: 0.7696, ACC AUC: 0.8868, ACC NDCG@20: 0.0351, Attention layer training time: 12.93min
RecEraser Attention Layer Training. Epoch [26/2000], Runs: 798 Loss: 0.0462, UL AUC: 0.7650, ACC AUC: 0.8864, ACC NDCG@20: 0.0344, Attention layer training time: 13.45min
RecEraser Attention Layer Training. Epoch [27/2000], Runs: 798 Loss: 0.0463, UL AUC: 0.7670, ACC AUC: 0.8864, ACC NDCG@20: 0.0347, Attention layer training time: 13.97min
RecEraser Attention Layer Training. Epoch [28/2000], Runs: 798 Loss: 0.0460, UL AUC: 0.7701, ACC AUC: 0.8868, ACC NDCG@20: 0.0359, Attention layer training time: 14.49min
RecEraser Attention Layer Training. Epoch [29/2000], Runs: 798 Loss: 0.0460, UL AUC: 0.7680, ACC AUC: 0.8866, ACC NDCG@20: 0.0353, Attention layer training time: 15.00min
RecEraser Attention Layer Training. Epoch [30/2000], Runs: 798 Loss: 0.0459, UL AUC: 0.7720, ACC AUC: 0.8866, ACC NDCG@20: 0.0346, Attention layer training time: 15.52min
RecEraser Attention Layer Training. Epoch [31/2000], Runs: 798 Loss: 0.0458, UL AUC: 0.7705, ACC AUC: 0.8866, ACC NDCG@20: 0.0352, Attention layer training time: 16.02min
RecEraser Attention Layer Training. Epoch [32/2000], Runs: 798 Loss: 0.0462, UL AUC: 0.7691, ACC AUC: 0.8867, ACC NDCG@20: 0.0351, Attention layer training time: 16.53min
RecEraser Attention Layer Training. Epoch [33/2000], Runs: 798 Loss: 0.0459, UL AUC: 0.7720, ACC AUC: 0.8867, ACC NDCG@20: 0.0348, Attention layer training time: 17.04min
RecEraser Attention Layer Training. Epoch [34/2000], Runs: 798 Loss: 0.0459, UL AUC: 0.7669, ACC AUC: 0.8868, ACC NDCG@20: 0.0357, Attention layer training time: 17.55min
RecEraser Attention Layer Training. Epoch [35/2000], Runs: 798 Loss: 0.0461, UL AUC: 0.7675, ACC AUC: 0.8869, ACC NDCG@20: 0.0363, Attention layer training time: 18.05min
RecEraser Attention Layer Training. Epoch [36/2000], Runs: 798 Loss: 0.0459, UL AUC: 0.7704, ACC AUC: 0.8868, ACC NDCG@20: 0.0362, Attention layer training time: 18.56min
RecEraser Attention Layer Training. Epoch [37/2000], Runs: 798 Loss: 0.0459, UL AUC: 0.7702, ACC AUC: 0.8872, ACC NDCG@20: 0.0357, Attention layer training time: 19.07min
RecEraser Attention Layer Training. Epoch [38/2000], Runs: 798 Loss: 0.0456, UL AUC: 0.7699, ACC AUC: 0.8870, ACC NDCG@20: 0.0356, Attention layer training time: 19.58min
RecEraser Attention Layer Training. Epoch [39/2000], Runs: 798 Loss: 0.0455, UL AUC: 0.7715, ACC AUC: 0.8867, ACC NDCG@20: 0.0352, Attention layer training time: 20.09min
RecEraser Attention Layer Training. Epoch [40/2000], Runs: 798 Loss: 0.0459, UL AUC: 0.7721, ACC AUC: 0.8870, ACC NDCG@20: 0.0352, Attention layer training time: 20.60min
RecEraser Attention Layer Training. Epoch [41/2000], Runs: 798 Loss: 0.0458, UL AUC: 0.7690, ACC AUC: 0.8867, ACC NDCG@20: 0.0354, Attention layer training time: 21.11min
RecEraser Attention Layer Training. Epoch [42/2000], Runs: 798 Loss: 0.0455, UL AUC: 0.7681, ACC AUC: 0.8864, ACC NDCG@20: 0.0351, Attention layer training time: 21.61min
RecEraser Attention Layer Training. Epoch [43/2000], Runs: 798 Loss: 0.0458, UL AUC: 0.7697, ACC AUC: 0.8866, ACC NDCG@20: 0.0350, Attention layer training time: 22.12min
RecEraser Attention Layer Training. Epoch [44/2000], Runs: 798 Loss: 0.0459, UL AUC: 0.7676, ACC AUC: 0.8870, ACC NDCG@20: 0.0355, Attention layer training time: 22.63min
RecEraser Attention Layer Training. Epoch [45/2000], Runs: 798 Loss: 0.0457, UL AUC: 0.7700, ACC AUC: 0.8867, ACC NDCG@20: 0.0355, Attention layer training time: 23.13min
RecEraser Attention Layer Training. Epoch [46/2000], Runs: 798 Loss: 0.0458, UL AUC: 0.7665, ACC AUC: 0.8869, ACC NDCG@20: 0.0350, Attention layer training time: 23.64min
RecEraser Attention Layer Training. Epoch [47/2000], Runs: 798 Loss: 0.0456, UL AUC: 0.7700, ACC AUC: 0.8866, ACC NDCG@20: 0.0350, Attention layer training time: 24.15min
RecEraser Attention Layer Training. Epoch [48/2000], Runs: 798 Loss: 0.0455, UL AUC: 0.7677, ACC AUC: 0.8868, ACC NDCG@20: 0.0362, Attention layer training time: 24.66min
[RecEraser] FINISH training ATTENTION layer, current time: 271.90min.
TOTAL RUNNING TIME: 271.90min
[RecEraser] TRAINING FINISHED. TOTAL TIME: 271.90min.
Precision@20: 0.0209; Recall@20: 0.0457;  NDCG@20: 0.0367;  
Precision@50: 0.0170; Recall@50: 0.0922;  NDCG@50: 0.0542;  
Precision@100: 0.0139; Recall@100: 0.1483;  NDCG@100: 0.0726;  
Before unlearning: ACC AUC: 0.9280, UL AUC: 0.5021, ACC NDCG@20: 0.0460
After unlearning: ACC AUC: 0.8869, UL AUC: 0.7704, ACC NDCG@20: 0.0367
