Read yelp2018 dataset done! u_num: 31668, i_num: 38048
Load a pre-trained model
 UL AUC before unlearning: 0.5051
ACC AUC before unlearning: 0.8838
NDCG@20 before unlearning: 0.0277
[RecEraser] START TRAINING. CURRENT TIME: 0.00min.
Start calculating k-means!
Finish calculating k-means!
[RecEraser] INFLUENCED SHARDS: {0, 1, 2}, current time: 0.01min.
[RecEraser] START training 3 SUB_MODELS, current time: 0.01min.
[RecEraser] START training sub-model 0, current time: 0.01min.
RecEraser Sub-model 0, Epoch [1/2000], Runs: 737, Loss: 0.7509, UL AUC: 0.5198, ACC AUC: 0.4996, ACC NDCG@20: 0.0004, Sub_model training time: 0.16min
RecEraser Sub-model 0, Epoch [2/2000], Runs: 737, Loss: 0.6996, UL AUC: 0.5293, ACC AUC: 0.4998, ACC NDCG@20: 0.0004, Sub_model training time: 0.31min
RecEraser Sub-model 0, Epoch [3/2000], Runs: 737, Loss: 0.6726, UL AUC: 0.5355, ACC AUC: 0.5001, ACC NDCG@20: 0.0004, Sub_model training time: 0.46min
RecEraser Sub-model 0, Epoch [4/2000], Runs: 737, Loss: 0.6560, UL AUC: 0.5397, ACC AUC: 0.5005, ACC NDCG@20: 0.0004, Sub_model training time: 0.60min
RecEraser Sub-model 0, Epoch [5/2000], Runs: 737, Loss: 0.6446, UL AUC: 0.5434, ACC AUC: 0.5012, ACC NDCG@20: 0.0004, Sub_model training time: 0.74min
RecEraser Sub-model 0, Epoch [6/2000], Runs: 737, Loss: 0.6332, UL AUC: 0.5473, ACC AUC: 0.5022, ACC NDCG@20: 0.0004, Sub_model training time: 0.88min
RecEraser Sub-model 0, Epoch [7/2000], Runs: 737, Loss: 0.6242, UL AUC: 0.5498, ACC AUC: 0.5038, ACC NDCG@20: 0.0004, Sub_model training time: 1.03min
RecEraser Sub-model 0, Epoch [8/2000], Runs: 737, Loss: 0.6132, UL AUC: 0.5520, ACC AUC: 0.5065, ACC NDCG@20: 0.0004, Sub_model training time: 1.17min
RecEraser Sub-model 0, Epoch [9/2000], Runs: 737, Loss: 0.6008, UL AUC: 0.5535, ACC AUC: 0.5104, ACC NDCG@20: 0.0005, Sub_model training time: 1.32min
RecEraser Sub-model 0, Epoch [10/2000], Runs: 737, Loss: 0.5867, UL AUC: 0.5544, ACC AUC: 0.5162, ACC NDCG@20: 0.0006, Sub_model training time: 1.46min
RecEraser Sub-model 0, Epoch [11/2000], Runs: 737, Loss: 0.5681, UL AUC: 0.5544, ACC AUC: 0.5240, ACC NDCG@20: 0.0008, Sub_model training time: 1.60min
RecEraser Sub-model 0, Epoch [12/2000], Runs: 737, Loss: 0.5453, UL AUC: 0.5544, ACC AUC: 0.5336, ACC NDCG@20: 0.0011, Sub_model training time: 1.75min
RecEraser Sub-model 0, Epoch [13/2000], Runs: 737, Loss: 0.5207, UL AUC: 0.5538, ACC AUC: 0.5450, ACC NDCG@20: 0.0014, Sub_model training time: 1.89min
RecEraser Sub-model 0, Epoch [14/2000], Runs: 737, Loss: 0.4943, UL AUC: 0.5535, ACC AUC: 0.5568, ACC NDCG@20: 0.0017, Sub_model training time: 2.04min
RecEraser Sub-model 0, Epoch [15/2000], Runs: 737, Loss: 0.4712, UL AUC: 0.5533, ACC AUC: 0.5680, ACC NDCG@20: 0.0020, Sub_model training time: 2.18min
RecEraser Sub-model 0, Epoch [16/2000], Runs: 737, Loss: 0.4515, UL AUC: 0.5538, ACC AUC: 0.5777, ACC NDCG@20: 0.0021, Sub_model training time: 2.33min
RecEraser Sub-model 0, Epoch [17/2000], Runs: 737, Loss: 0.4364, UL AUC: 0.5548, ACC AUC: 0.5859, ACC NDCG@20: 0.0022, Sub_model training time: 2.47min
RecEraser Sub-model 0, Epoch [18/2000], Runs: 737, Loss: 0.4249, UL AUC: 0.5557, ACC AUC: 0.5918, ACC NDCG@20: 0.0022, Sub_model training time: 2.61min
RecEraser Sub-model 0, Epoch [19/2000], Runs: 737, Loss: 0.4164, UL AUC: 0.5570, ACC AUC: 0.5963, ACC NDCG@20: 0.0021, Sub_model training time: 2.76min
RecEraser Sub-model 0, Epoch [20/2000], Runs: 737, Loss: 0.4103, UL AUC: 0.5591, ACC AUC: 0.5992, ACC NDCG@20: 0.0019, Sub_model training time: 2.90min
RecEraser Sub-model 0, Epoch [21/2000], Runs: 737, Loss: 0.4053, UL AUC: 0.5609, ACC AUC: 0.6011, ACC NDCG@20: 0.0017, Sub_model training time: 3.04min
RecEraser Sub-model 0, Epoch [22/2000], Runs: 737, Loss: 0.4015, UL AUC: 0.5629, ACC AUC: 0.6021, ACC NDCG@20: 0.0016, Sub_model training time: 3.18min
RecEraser Sub-model 0, Epoch [23/2000], Runs: 737, Loss: 0.3983, UL AUC: 0.5651, ACC AUC: 0.6022, ACC NDCG@20: 0.0014, Sub_model training time: 3.33min
RecEraser Sub-model 0, Epoch [24/2000], Runs: 737, Loss: 0.3960, UL AUC: 0.5678, ACC AUC: 0.6023, ACC NDCG@20: 0.0014, Sub_model training time: 3.47min
RecEraser Sub-model 0, Epoch [25/2000], Runs: 737, Loss: 0.3938, UL AUC: 0.5696, ACC AUC: 0.6017, ACC NDCG@20: 0.0013, Sub_model training time: 3.62min
RecEraser Sub-model 0, Epoch [26/2000], Runs: 737, Loss: 0.3912, UL AUC: 0.5716, ACC AUC: 0.6015, ACC NDCG@20: 0.0012, Sub_model training time: 3.77min
RecEraser Sub-model 0, Epoch [27/2000], Runs: 737, Loss: 0.3898, UL AUC: 0.5732, ACC AUC: 0.6011, ACC NDCG@20: 0.0012, Sub_model training time: 3.91min
RecEraser Sub-model 0, Epoch [28/2000], Runs: 737, Loss: 0.3880, UL AUC: 0.5753, ACC AUC: 0.6008, ACC NDCG@20: 0.0012, Sub_model training time: 4.05min
RecEraser Sub-model 0, Epoch [29/2000], Runs: 737, Loss: 0.3866, UL AUC: 0.5774, ACC AUC: 0.6005, ACC NDCG@20: 0.0012, Sub_model training time: 4.20min
RecEraser Sub-model 0, Epoch [30/2000], Runs: 737, Loss: 0.3850, UL AUC: 0.5793, ACC AUC: 0.5999, ACC NDCG@20: 0.0012, Sub_model training time: 4.34min
RecEraser Sub-model 0, Epoch [31/2000], Runs: 737, Loss: 0.3838, UL AUC: 0.5816, ACC AUC: 0.5995, ACC NDCG@20: 0.0013, Sub_model training time: 4.49min
RecEraser Sub-model 0, Epoch [32/2000], Runs: 737, Loss: 0.3825, UL AUC: 0.5832, ACC AUC: 0.5988, ACC NDCG@20: 0.0012, Sub_model training time: 4.63min
RecEraser Sub-model 0, Epoch [33/2000], Runs: 737, Loss: 0.3813, UL AUC: 0.5858, ACC AUC: 0.5982, ACC NDCG@20: 0.0013, Sub_model training time: 4.78min
RecEraser Sub-model 0, Epoch [34/2000], Runs: 737, Loss: 0.3803, UL AUC: 0.5880, ACC AUC: 0.5975, ACC NDCG@20: 0.0014, Sub_model training time: 4.92min
RecEraser Sub-model 0, Epoch [35/2000], Runs: 737, Loss: 0.3793, UL AUC: 0.5897, ACC AUC: 0.5967, ACC NDCG@20: 0.0014, Sub_model training time: 5.06min
RecEraser Sub-model 0, Epoch [36/2000], Runs: 737, Loss: 0.3784, UL AUC: 0.5926, ACC AUC: 0.5956, ACC NDCG@20: 0.0014, Sub_model training time: 5.20min
RecEraser Sub-model 0, Epoch [37/2000], Runs: 737, Loss: 0.3771, UL AUC: 0.5951, ACC AUC: 0.5947, ACC NDCG@20: 0.0014, Sub_model training time: 5.35min
RecEraser Sub-model 0, Epoch [38/2000], Runs: 737, Loss: 0.3763, UL AUC: 0.5968, ACC AUC: 0.5936, ACC NDCG@20: 0.0014, Sub_model training time: 5.50min
RecEraser Sub-model 0, Epoch [39/2000], Runs: 737, Loss: 0.3755, UL AUC: 0.5986, ACC AUC: 0.5928, ACC NDCG@20: 0.0015, Sub_model training time: 5.64min
RecEraser Sub-model 0, Epoch [40/2000], Runs: 737, Loss: 0.3749, UL AUC: 0.6001, ACC AUC: 0.5918, ACC NDCG@20: 0.0015, Sub_model training time: 5.78min
RecEraser Sub-model 0, Epoch [41/2000], Runs: 737, Loss: 0.3742, UL AUC: 0.6020, ACC AUC: 0.5910, ACC NDCG@20: 0.0016, Sub_model training time: 5.93min
RecEraser Sub-model 0, Epoch [42/2000], Runs: 737, Loss: 0.3732, UL AUC: 0.6033, ACC AUC: 0.5901, ACC NDCG@20: 0.0016, Sub_model training time: 6.07min
RecEraser Sub-model 0, Epoch [43/2000], Runs: 737, Loss: 0.3724, UL AUC: 0.6036, ACC AUC: 0.5895, ACC NDCG@20: 0.0016, Sub_model training time: 6.22min
RecEraser Sub-model 0, Epoch [44/2000], Runs: 737, Loss: 0.3716, UL AUC: 0.6046, ACC AUC: 0.5889, ACC NDCG@20: 0.0017, Sub_model training time: 6.36min
RecEraser Sub-model 0, Epoch [45/2000], Runs: 737, Loss: 0.3709, UL AUC: 0.6059, ACC AUC: 0.5883, ACC NDCG@20: 0.0017, Sub_model training time: 6.50min
RecEraser Sub-model 0, Epoch [46/2000], Runs: 737, Loss: 0.3707, UL AUC: 0.6073, ACC AUC: 0.5880, ACC NDCG@20: 0.0017, Sub_model training time: 6.65min
RecEraser Sub-model 0, Epoch [47/2000], Runs: 737, Loss: 0.3699, UL AUC: 0.6072, ACC AUC: 0.5876, ACC NDCG@20: 0.0018, Sub_model training time: 6.79min
RecEraser Sub-model 0, Epoch [48/2000], Runs: 737, Loss: 0.3690, UL AUC: 0.6081, ACC AUC: 0.5875, ACC NDCG@20: 0.0019, Sub_model training time: 6.94min
RecEraser Sub-model 0, Epoch [49/2000], Runs: 737, Loss: 0.3685, UL AUC: 0.6087, ACC AUC: 0.5873, ACC NDCG@20: 0.0020, Sub_model training time: 7.08min
RecEraser Sub-model 0, Epoch [50/2000], Runs: 737, Loss: 0.3677, UL AUC: 0.6090, ACC AUC: 0.5873, ACC NDCG@20: 0.0020, Sub_model training time: 7.22min
RecEraser Sub-model 0, Epoch [51/2000], Runs: 737, Loss: 0.3673, UL AUC: 0.6098, ACC AUC: 0.5872, ACC NDCG@20: 0.0021, Sub_model training time: 7.36min
[RecEraser] START training sub-model 1, current time: 7.52min.
RecEraser Sub-model 1, Epoch [1/2000], Runs: 808, Loss: 0.7511, UL AUC: 0.5200, ACC AUC: 0.5003, ACC NDCG@20: 0.0004, Sub_model training time: 0.16min
RecEraser Sub-model 1, Epoch [2/2000], Runs: 808, Loss: 0.7004, UL AUC: 0.5296, ACC AUC: 0.5002, ACC NDCG@20: 0.0004, Sub_model training time: 0.31min
RecEraser Sub-model 1, Epoch [3/2000], Runs: 808, Loss: 0.6735, UL AUC: 0.5362, ACC AUC: 0.5008, ACC NDCG@20: 0.0004, Sub_model training time: 0.47min
RecEraser Sub-model 1, Epoch [4/2000], Runs: 808, Loss: 0.6563, UL AUC: 0.5422, ACC AUC: 0.5017, ACC NDCG@20: 0.0004, Sub_model training time: 0.62min
RecEraser Sub-model 1, Epoch [5/2000], Runs: 808, Loss: 0.6419, UL AUC: 0.5457, ACC AUC: 0.5035, ACC NDCG@20: 0.0004, Sub_model training time: 0.78min
RecEraser Sub-model 1, Epoch [6/2000], Runs: 808, Loss: 0.6296, UL AUC: 0.5489, ACC AUC: 0.5064, ACC NDCG@20: 0.0005, Sub_model training time: 0.93min
RecEraser Sub-model 1, Epoch [7/2000], Runs: 808, Loss: 0.6162, UL AUC: 0.5514, ACC AUC: 0.5110, ACC NDCG@20: 0.0005, Sub_model training time: 1.08min
RecEraser Sub-model 1, Epoch [8/2000], Runs: 808, Loss: 0.6000, UL AUC: 0.5518, ACC AUC: 0.5185, ACC NDCG@20: 0.0006, Sub_model training time: 1.23min
RecEraser Sub-model 1, Epoch [9/2000], Runs: 808, Loss: 0.5790, UL AUC: 0.5515, ACC AUC: 0.5291, ACC NDCG@20: 0.0008, Sub_model training time: 1.38min
RecEraser Sub-model 1, Epoch [10/2000], Runs: 808, Loss: 0.5524, UL AUC: 0.5507, ACC AUC: 0.5431, ACC NDCG@20: 0.0012, Sub_model training time: 1.54min
RecEraser Sub-model 1, Epoch [11/2000], Runs: 808, Loss: 0.5229, UL AUC: 0.5479, ACC AUC: 0.5591, ACC NDCG@20: 0.0017, Sub_model training time: 1.69min
RecEraser Sub-model 1, Epoch [12/2000], Runs: 808, Loss: 0.4928, UL AUC: 0.5465, ACC AUC: 0.5758, ACC NDCG@20: 0.0021, Sub_model training time: 1.84min
RecEraser Sub-model 1, Epoch [13/2000], Runs: 808, Loss: 0.4653, UL AUC: 0.5451, ACC AUC: 0.5909, ACC NDCG@20: 0.0023, Sub_model training time: 2.00min
RecEraser Sub-model 1, Epoch [14/2000], Runs: 808, Loss: 0.4433, UL AUC: 0.5439, ACC AUC: 0.6037, ACC NDCG@20: 0.0025, Sub_model training time: 2.15min
RecEraser Sub-model 1, Epoch [15/2000], Runs: 808, Loss: 0.4269, UL AUC: 0.5437, ACC AUC: 0.6139, ACC NDCG@20: 0.0025, Sub_model training time: 2.30min
RecEraser Sub-model 1, Epoch [16/2000], Runs: 808, Loss: 0.4145, UL AUC: 0.5450, ACC AUC: 0.6210, ACC NDCG@20: 0.0025, Sub_model training time: 2.45min
RecEraser Sub-model 1, Epoch [17/2000], Runs: 808, Loss: 0.4059, UL AUC: 0.5456, ACC AUC: 0.6266, ACC NDCG@20: 0.0022, Sub_model training time: 2.61min
RecEraser Sub-model 1, Epoch [18/2000], Runs: 808, Loss: 0.3997, UL AUC: 0.5476, ACC AUC: 0.6299, ACC NDCG@20: 0.0021, Sub_model training time: 2.77min
RecEraser Sub-model 1, Epoch [19/2000], Runs: 808, Loss: 0.3948, UL AUC: 0.5495, ACC AUC: 0.6317, ACC NDCG@20: 0.0020, Sub_model training time: 2.92min
RecEraser Sub-model 1, Epoch [20/2000], Runs: 808, Loss: 0.3914, UL AUC: 0.5516, ACC AUC: 0.6321, ACC NDCG@20: 0.0018, Sub_model training time: 3.07min
RecEraser Sub-model 1, Epoch [21/2000], Runs: 808, Loss: 0.3882, UL AUC: 0.5540, ACC AUC: 0.6316, ACC NDCG@20: 0.0015, Sub_model training time: 3.23min
RecEraser Sub-model 1, Epoch [22/2000], Runs: 808, Loss: 0.3860, UL AUC: 0.5554, ACC AUC: 0.6308, ACC NDCG@20: 0.0014, Sub_model training time: 3.38min
RecEraser Sub-model 1, Epoch [23/2000], Runs: 808, Loss: 0.3841, UL AUC: 0.5584, ACC AUC: 0.6302, ACC NDCG@20: 0.0014, Sub_model training time: 3.53min
RecEraser Sub-model 1, Epoch [24/2000], Runs: 808, Loss: 0.3822, UL AUC: 0.5601, ACC AUC: 0.6297, ACC NDCG@20: 0.0014, Sub_model training time: 3.68min
RecEraser Sub-model 1, Epoch [25/2000], Runs: 808, Loss: 0.3806, UL AUC: 0.5627, ACC AUC: 0.6292, ACC NDCG@20: 0.0014, Sub_model training time: 3.84min
RecEraser Sub-model 1, Epoch [26/2000], Runs: 808, Loss: 0.3790, UL AUC: 0.5642, ACC AUC: 0.6290, ACC NDCG@20: 0.0014, Sub_model training time: 3.99min
RecEraser Sub-model 1, Epoch [27/2000], Runs: 808, Loss: 0.3780, UL AUC: 0.5664, ACC AUC: 0.6283, ACC NDCG@20: 0.0013, Sub_model training time: 4.15min
RecEraser Sub-model 1, Epoch [28/2000], Runs: 808, Loss: 0.3766, UL AUC: 0.5684, ACC AUC: 0.6276, ACC NDCG@20: 0.0013, Sub_model training time: 4.30min
RecEraser Sub-model 1, Epoch [29/2000], Runs: 808, Loss: 0.3753, UL AUC: 0.5705, ACC AUC: 0.6270, ACC NDCG@20: 0.0013, Sub_model training time: 4.46min
RecEraser Sub-model 1, Epoch [30/2000], Runs: 808, Loss: 0.3741, UL AUC: 0.5727, ACC AUC: 0.6262, ACC NDCG@20: 0.0014, Sub_model training time: 4.61min
RecEraser Sub-model 1, Epoch [31/2000], Runs: 808, Loss: 0.3733, UL AUC: 0.5749, ACC AUC: 0.6253, ACC NDCG@20: 0.0014, Sub_model training time: 4.76min
RecEraser Sub-model 1, Epoch [32/2000], Runs: 808, Loss: 0.3722, UL AUC: 0.5771, ACC AUC: 0.6241, ACC NDCG@20: 0.0014, Sub_model training time: 4.91min
RecEraser Sub-model 1, Epoch [33/2000], Runs: 808, Loss: 0.3715, UL AUC: 0.5801, ACC AUC: 0.6229, ACC NDCG@20: 0.0014, Sub_model training time: 5.06min
RecEraser Sub-model 1, Epoch [34/2000], Runs: 808, Loss: 0.3705, UL AUC: 0.5820, ACC AUC: 0.6219, ACC NDCG@20: 0.0014, Sub_model training time: 5.22min
RecEraser Sub-model 1, Epoch [35/2000], Runs: 808, Loss: 0.3699, UL AUC: 0.5835, ACC AUC: 0.6208, ACC NDCG@20: 0.0015, Sub_model training time: 5.37min
RecEraser Sub-model 1, Epoch [36/2000], Runs: 808, Loss: 0.3692, UL AUC: 0.5847, ACC AUC: 0.6198, ACC NDCG@20: 0.0015, Sub_model training time: 5.53min
RecEraser Sub-model 1, Epoch [37/2000], Runs: 808, Loss: 0.3683, UL AUC: 0.5862, ACC AUC: 0.6189, ACC NDCG@20: 0.0015, Sub_model training time: 5.68min
RecEraser Sub-model 1, Epoch [38/2000], Runs: 808, Loss: 0.3676, UL AUC: 0.5877, ACC AUC: 0.6179, ACC NDCG@20: 0.0015, Sub_model training time: 5.83min
RecEraser Sub-model 1, Epoch [39/2000], Runs: 808, Loss: 0.3671, UL AUC: 0.5893, ACC AUC: 0.6170, ACC NDCG@20: 0.0015, Sub_model training time: 5.99min
RecEraser Sub-model 1, Epoch [40/2000], Runs: 808, Loss: 0.3663, UL AUC: 0.5908, ACC AUC: 0.6166, ACC NDCG@20: 0.0015, Sub_model training time: 6.14min
RecEraser Sub-model 1, Epoch [41/2000], Runs: 808, Loss: 0.3660, UL AUC: 0.5914, ACC AUC: 0.6159, ACC NDCG@20: 0.0016, Sub_model training time: 6.29min
RecEraser Sub-model 1, Epoch [42/2000], Runs: 808, Loss: 0.3651, UL AUC: 0.5933, ACC AUC: 0.6148, ACC NDCG@20: 0.0017, Sub_model training time: 6.45min
RecEraser Sub-model 1, Epoch [43/2000], Runs: 808, Loss: 0.3644, UL AUC: 0.5942, ACC AUC: 0.6143, ACC NDCG@20: 0.0017, Sub_model training time: 6.60min
RecEraser Sub-model 1, Epoch [44/2000], Runs: 808, Loss: 0.3639, UL AUC: 0.5949, ACC AUC: 0.6137, ACC NDCG@20: 0.0017, Sub_model training time: 6.76min
RecEraser Sub-model 1, Epoch [45/2000], Runs: 808, Loss: 0.3634, UL AUC: 0.5955, ACC AUC: 0.6133, ACC NDCG@20: 0.0017, Sub_model training time: 6.91min
RecEraser Sub-model 1, Epoch [46/2000], Runs: 808, Loss: 0.3629, UL AUC: 0.5964, ACC AUC: 0.6128, ACC NDCG@20: 0.0018, Sub_model training time: 7.06min
RecEraser Sub-model 1, Epoch [47/2000], Runs: 808, Loss: 0.3622, UL AUC: 0.5969, ACC AUC: 0.6123, ACC NDCG@20: 0.0018, Sub_model training time: 7.22min
RecEraser Sub-model 1, Epoch [48/2000], Runs: 808, Loss: 0.3618, UL AUC: 0.5977, ACC AUC: 0.6122, ACC NDCG@20: 0.0019, Sub_model training time: 7.37min
RecEraser Sub-model 1, Epoch [49/2000], Runs: 808, Loss: 0.3612, UL AUC: 0.5993, ACC AUC: 0.6121, ACC NDCG@20: 0.0019, Sub_model training time: 7.52min
RecEraser Sub-model 1, Epoch [50/2000], Runs: 808, Loss: 0.3609, UL AUC: 0.5996, ACC AUC: 0.6119, ACC NDCG@20: 0.0019, Sub_model training time: 7.68min
RecEraser Sub-model 1, Epoch [51/2000], Runs: 808, Loss: 0.3603, UL AUC: 0.5999, ACC AUC: 0.6120, ACC NDCG@20: 0.0020, Sub_model training time: 7.84min
[RecEraser] START training sub-model 2, current time: 15.51min.
RecEraser Sub-model 2, Epoch [1/2000], Runs: 849, Loss: 0.7508, UL AUC: 0.5127, ACC AUC: 0.4999, ACC NDCG@20: 0.0004, Sub_model training time: 0.16min
RecEraser Sub-model 2, Epoch [2/2000], Runs: 849, Loss: 0.6961, UL AUC: 0.5244, ACC AUC: 0.5002, ACC NDCG@20: 0.0004, Sub_model training time: 0.30min
RecEraser Sub-model 2, Epoch [3/2000], Runs: 849, Loss: 0.6678, UL AUC: 0.5321, ACC AUC: 0.5004, ACC NDCG@20: 0.0005, Sub_model training time: 0.46min
RecEraser Sub-model 2, Epoch [4/2000], Runs: 849, Loss: 0.6516, UL AUC: 0.5379, ACC AUC: 0.5009, ACC NDCG@20: 0.0005, Sub_model training time: 0.62min
RecEraser Sub-model 2, Epoch [5/2000], Runs: 849, Loss: 0.6397, UL AUC: 0.5429, ACC AUC: 0.5017, ACC NDCG@20: 0.0005, Sub_model training time: 0.78min
RecEraser Sub-model 2, Epoch [6/2000], Runs: 849, Loss: 0.6296, UL AUC: 0.5473, ACC AUC: 0.5026, ACC NDCG@20: 0.0004, Sub_model training time: 0.93min
RecEraser Sub-model 2, Epoch [7/2000], Runs: 849, Loss: 0.6207, UL AUC: 0.5511, ACC AUC: 0.5038, ACC NDCG@20: 0.0004, Sub_model training time: 1.09min
RecEraser Sub-model 2, Epoch [8/2000], Runs: 849, Loss: 0.6126, UL AUC: 0.5540, ACC AUC: 0.5054, ACC NDCG@20: 0.0004, Sub_model training time: 1.25min
RecEraser Sub-model 2, Epoch [9/2000], Runs: 849, Loss: 0.6039, UL AUC: 0.5567, ACC AUC: 0.5073, ACC NDCG@20: 0.0004, Sub_model training time: 1.41min
RecEraser Sub-model 2, Epoch [10/2000], Runs: 849, Loss: 0.5947, UL AUC: 0.5595, ACC AUC: 0.5100, ACC NDCG@20: 0.0005, Sub_model training time: 1.56min
RecEraser Sub-model 2, Epoch [11/2000], Runs: 849, Loss: 0.5834, UL AUC: 0.5610, ACC AUC: 0.5132, ACC NDCG@20: 0.0005, Sub_model training time: 1.72min
RecEraser Sub-model 2, Epoch [12/2000], Runs: 849, Loss: 0.5684, UL AUC: 0.5625, ACC AUC: 0.5180, ACC NDCG@20: 0.0006, Sub_model training time: 1.88min
RecEraser Sub-model 2, Epoch [13/2000], Runs: 849, Loss: 0.5519, UL AUC: 0.5632, ACC AUC: 0.5240, ACC NDCG@20: 0.0008, Sub_model training time: 2.03min
RecEraser Sub-model 2, Epoch [14/2000], Runs: 849, Loss: 0.5316, UL AUC: 0.5647, ACC AUC: 0.5314, ACC NDCG@20: 0.0011, Sub_model training time: 2.19min
RecEraser Sub-model 2, Epoch [15/2000], Runs: 849, Loss: 0.5094, UL AUC: 0.5662, ACC AUC: 0.5403, ACC NDCG@20: 0.0015, Sub_model training time: 2.34min
RecEraser Sub-model 2, Epoch [16/2000], Runs: 849, Loss: 0.4875, UL AUC: 0.5681, ACC AUC: 0.5493, ACC NDCG@20: 0.0019, Sub_model training time: 2.50min
RecEraser Sub-model 2, Epoch [17/2000], Runs: 849, Loss: 0.4678, UL AUC: 0.5693, ACC AUC: 0.5581, ACC NDCG@20: 0.0022, Sub_model training time: 2.65min
RecEraser Sub-model 2, Epoch [18/2000], Runs: 849, Loss: 0.4519, UL AUC: 0.5717, ACC AUC: 0.5661, ACC NDCG@20: 0.0024, Sub_model training time: 2.81min
RecEraser Sub-model 2, Epoch [19/2000], Runs: 849, Loss: 0.4391, UL AUC: 0.5736, ACC AUC: 0.5730, ACC NDCG@20: 0.0026, Sub_model training time: 2.96min
RecEraser Sub-model 2, Epoch [20/2000], Runs: 849, Loss: 0.4288, UL AUC: 0.5760, ACC AUC: 0.5787, ACC NDCG@20: 0.0026, Sub_model training time: 3.12min
RecEraser Sub-model 2, Epoch [21/2000], Runs: 849, Loss: 0.4211, UL AUC: 0.5782, ACC AUC: 0.5834, ACC NDCG@20: 0.0025, Sub_model training time: 3.28min
RecEraser Sub-model 2, Epoch [22/2000], Runs: 849, Loss: 0.4143, UL AUC: 0.5796, ACC AUC: 0.5874, ACC NDCG@20: 0.0025, Sub_model training time: 3.44min
RecEraser Sub-model 2, Epoch [23/2000], Runs: 849, Loss: 0.4088, UL AUC: 0.5826, ACC AUC: 0.5909, ACC NDCG@20: 0.0024, Sub_model training time: 3.59min
RecEraser Sub-model 2, Epoch [24/2000], Runs: 849, Loss: 0.4039, UL AUC: 0.5846, ACC AUC: 0.5939, ACC NDCG@20: 0.0023, Sub_model training time: 3.75min
RecEraser Sub-model 2, Epoch [25/2000], Runs: 849, Loss: 0.3996, UL AUC: 0.5863, ACC AUC: 0.5967, ACC NDCG@20: 0.0024, Sub_model training time: 3.91min
RecEraser Sub-model 2, Epoch [26/2000], Runs: 849, Loss: 0.3961, UL AUC: 0.5881, ACC AUC: 0.5993, ACC NDCG@20: 0.0025, Sub_model training time: 4.07min
RecEraser Sub-model 2, Epoch [27/2000], Runs: 849, Loss: 0.3926, UL AUC: 0.5897, ACC AUC: 0.6019, ACC NDCG@20: 0.0026, Sub_model training time: 4.22min
RecEraser Sub-model 2, Epoch [28/2000], Runs: 849, Loss: 0.3898, UL AUC: 0.5918, ACC AUC: 0.6045, ACC NDCG@20: 0.0027, Sub_model training time: 4.38min
RecEraser Sub-model 2, Epoch [29/2000], Runs: 849, Loss: 0.3872, UL AUC: 0.5942, ACC AUC: 0.6067, ACC NDCG@20: 0.0029, Sub_model training time: 4.54min
RecEraser Sub-model 2, Epoch [30/2000], Runs: 849, Loss: 0.3845, UL AUC: 0.5957, ACC AUC: 0.6089, ACC NDCG@20: 0.0031, Sub_model training time: 4.70min
RecEraser Sub-model 2, Epoch [31/2000], Runs: 849, Loss: 0.3820, UL AUC: 0.5981, ACC AUC: 0.6106, ACC NDCG@20: 0.0032, Sub_model training time: 4.86min
RecEraser Sub-model 2, Epoch [32/2000], Runs: 849, Loss: 0.3801, UL AUC: 0.5993, ACC AUC: 0.6125, ACC NDCG@20: 0.0034, Sub_model training time: 5.01min
RecEraser Sub-model 2, Epoch [33/2000], Runs: 849, Loss: 0.3780, UL AUC: 0.6010, ACC AUC: 0.6138, ACC NDCG@20: 0.0036, Sub_model training time: 5.17min
RecEraser Sub-model 2, Epoch [34/2000], Runs: 849, Loss: 0.3759, UL AUC: 0.6026, ACC AUC: 0.6151, ACC NDCG@20: 0.0036, Sub_model training time: 5.33min
RecEraser Sub-model 2, Epoch [35/2000], Runs: 849, Loss: 0.3741, UL AUC: 0.6050, ACC AUC: 0.6163, ACC NDCG@20: 0.0038, Sub_model training time: 5.49min
RecEraser Sub-model 2, Epoch [36/2000], Runs: 849, Loss: 0.3726, UL AUC: 0.6066, ACC AUC: 0.6173, ACC NDCG@20: 0.0039, Sub_model training time: 5.65min
RecEraser Sub-model 2, Epoch [37/2000], Runs: 849, Loss: 0.3713, UL AUC: 0.6074, ACC AUC: 0.6180, ACC NDCG@20: 0.0041, Sub_model training time: 5.81min
RecEraser Sub-model 2, Epoch [38/2000], Runs: 849, Loss: 0.3698, UL AUC: 0.6081, ACC AUC: 0.6187, ACC NDCG@20: 0.0041, Sub_model training time: 5.97min
RecEraser Sub-model 2, Epoch [39/2000], Runs: 849, Loss: 0.3685, UL AUC: 0.6105, ACC AUC: 0.6197, ACC NDCG@20: 0.0043, Sub_model training time: 6.12min
RecEraser Sub-model 2, Epoch [40/2000], Runs: 849, Loss: 0.3669, UL AUC: 0.6111, ACC AUC: 0.6205, ACC NDCG@20: 0.0043, Sub_model training time: 6.27min
RecEraser Sub-model 2, Epoch [41/2000], Runs: 849, Loss: 0.3657, UL AUC: 0.6129, ACC AUC: 0.6213, ACC NDCG@20: 0.0044, Sub_model training time: 6.43min
RecEraser Sub-model 2, Epoch [42/2000], Runs: 849, Loss: 0.3646, UL AUC: 0.6132, ACC AUC: 0.6219, ACC NDCG@20: 0.0045, Sub_model training time: 6.60min
RecEraser Sub-model 2, Epoch [43/2000], Runs: 849, Loss: 0.3634, UL AUC: 0.6128, ACC AUC: 0.6229, ACC NDCG@20: 0.0046, Sub_model training time: 6.75min
RecEraser Sub-model 2, Epoch [44/2000], Runs: 849, Loss: 0.3624, UL AUC: 0.6136, ACC AUC: 0.6235, ACC NDCG@20: 0.0045, Sub_model training time: 6.91min
RecEraser Sub-model 2, Epoch [45/2000], Runs: 849, Loss: 0.3612, UL AUC: 0.6151, ACC AUC: 0.6241, ACC NDCG@20: 0.0047, Sub_model training time: 7.07min
RecEraser Sub-model 2, Epoch [46/2000], Runs: 849, Loss: 0.3604, UL AUC: 0.6160, ACC AUC: 0.6252, ACC NDCG@20: 0.0046, Sub_model training time: 7.23min
RecEraser Sub-model 2, Epoch [47/2000], Runs: 849, Loss: 0.3593, UL AUC: 0.6158, ACC AUC: 0.6258, ACC NDCG@20: 0.0047, Sub_model training time: 7.39min
RecEraser Sub-model 2, Epoch [48/2000], Runs: 849, Loss: 0.3583, UL AUC: 0.6158, ACC AUC: 0.6268, ACC NDCG@20: 0.0047, Sub_model training time: 7.54min
RecEraser Sub-model 2, Epoch [49/2000], Runs: 849, Loss: 0.3576, UL AUC: 0.6158, ACC AUC: 0.6272, ACC NDCG@20: 0.0049, Sub_model training time: 7.70min
RecEraser Sub-model 2, Epoch [50/2000], Runs: 849, Loss: 0.3568, UL AUC: 0.6156, ACC AUC: 0.6279, ACC NDCG@20: 0.0050, Sub_model training time: 7.85min
RecEraser Sub-model 2, Epoch [51/2000], Runs: 849, Loss: 0.3559, UL AUC: 0.6153, ACC AUC: 0.6287, ACC NDCG@20: 0.0051, Sub_model training time: 8.01min
RecEraser Sub-model 2, Epoch [52/2000], Runs: 849, Loss: 0.3555, UL AUC: 0.6151, ACC AUC: 0.6293, ACC NDCG@20: 0.0051, Sub_model training time: 8.17min
RecEraser Sub-model 2, Epoch [53/2000], Runs: 849, Loss: 0.3546, UL AUC: 0.6145, ACC AUC: 0.6298, ACC NDCG@20: 0.0053, Sub_model training time: 8.32min
RecEraser Sub-model 2, Epoch [54/2000], Runs: 849, Loss: 0.3538, UL AUC: 0.6147, ACC AUC: 0.6309, ACC NDCG@20: 0.0055, Sub_model training time: 8.48min
RecEraser Sub-model 2, Epoch [55/2000], Runs: 849, Loss: 0.3533, UL AUC: 0.6149, ACC AUC: 0.6314, ACC NDCG@20: 0.0056, Sub_model training time: 8.64min
RecEraser Sub-model 2, Epoch [56/2000], Runs: 849, Loss: 0.3526, UL AUC: 0.6152, ACC AUC: 0.6318, ACC NDCG@20: 0.0057, Sub_model training time: 8.79min
RecEraser Sub-model 2, Epoch [57/2000], Runs: 849, Loss: 0.3520, UL AUC: 0.6171, ACC AUC: 0.6324, ACC NDCG@20: 0.0058, Sub_model training time: 8.95min
RecEraser Sub-model 2, Epoch [58/2000], Runs: 849, Loss: 0.3515, UL AUC: 0.6166, ACC AUC: 0.6327, ACC NDCG@20: 0.0060, Sub_model training time: 9.12min
RecEraser Sub-model 2, Epoch [59/2000], Runs: 849, Loss: 0.3509, UL AUC: 0.6174, ACC AUC: 0.6332, ACC NDCG@20: 0.0060, Sub_model training time: 9.27min
RecEraser Sub-model 2, Epoch [60/2000], Runs: 849, Loss: 0.3503, UL AUC: 0.6173, ACC AUC: 0.6337, ACC NDCG@20: 0.0059, Sub_model training time: 9.43min
RecEraser Sub-model 2, Epoch [61/2000], Runs: 849, Loss: 0.3499, UL AUC: 0.6166, ACC AUC: 0.6336, ACC NDCG@20: 0.0060, Sub_model training time: 9.59min
RecEraser Sub-model 2, Epoch [62/2000], Runs: 849, Loss: 0.3492, UL AUC: 0.6158, ACC AUC: 0.6343, ACC NDCG@20: 0.0060, Sub_model training time: 9.75min
RecEraser Sub-model 2, Epoch [63/2000], Runs: 849, Loss: 0.3489, UL AUC: 0.6157, ACC AUC: 0.6346, ACC NDCG@20: 0.0062, Sub_model training time: 9.90min
RecEraser Sub-model 2, Epoch [64/2000], Runs: 849, Loss: 0.3483, UL AUC: 0.6164, ACC AUC: 0.6347, ACC NDCG@20: 0.0062, Sub_model training time: 10.06min
RecEraser Sub-model 2, Epoch [65/2000], Runs: 849, Loss: 0.3479, UL AUC: 0.6157, ACC AUC: 0.6351, ACC NDCG@20: 0.0065, Sub_model training time: 10.22min
RecEraser Sub-model 2, Epoch [66/2000], Runs: 849, Loss: 0.3476, UL AUC: 0.6147, ACC AUC: 0.6353, ACC NDCG@20: 0.0064, Sub_model training time: 10.38min
RecEraser Sub-model 2, Epoch [67/2000], Runs: 849, Loss: 0.3472, UL AUC: 0.6144, ACC AUC: 0.6359, ACC NDCG@20: 0.0068, Sub_model training time: 10.53min
RecEraser Sub-model 2, Epoch [68/2000], Runs: 849, Loss: 0.3467, UL AUC: 0.6140, ACC AUC: 0.6361, ACC NDCG@20: 0.0067, Sub_model training time: 10.69min
RecEraser Sub-model 2, Epoch [69/2000], Runs: 849, Loss: 0.3463, UL AUC: 0.6153, ACC AUC: 0.6365, ACC NDCG@20: 0.0067, Sub_model training time: 10.85min
RecEraser Sub-model 2, Epoch [70/2000], Runs: 849, Loss: 0.3459, UL AUC: 0.6153, ACC AUC: 0.6369, ACC NDCG@20: 0.0068, Sub_model training time: 11.00min
RecEraser Sub-model 2, Epoch [71/2000], Runs: 849, Loss: 0.3456, UL AUC: 0.6136, ACC AUC: 0.6368, ACC NDCG@20: 0.0069, Sub_model training time: 11.15min
RecEraser Sub-model 2, Epoch [72/2000], Runs: 849, Loss: 0.3454, UL AUC: 0.6150, ACC AUC: 0.6372, ACC NDCG@20: 0.0068, Sub_model training time: 11.30min
RecEraser Sub-model 2, Epoch [73/2000], Runs: 849, Loss: 0.3448, UL AUC: 0.6144, ACC AUC: 0.6376, ACC NDCG@20: 0.0067, Sub_model training time: 11.46min
RecEraser Sub-model 2, Epoch [74/2000], Runs: 849, Loss: 0.3446, UL AUC: 0.6132, ACC AUC: 0.6377, ACC NDCG@20: 0.0070, Sub_model training time: 11.62min
RecEraser Sub-model 2, Epoch [75/2000], Runs: 849, Loss: 0.3444, UL AUC: 0.6130, ACC AUC: 0.6379, ACC NDCG@20: 0.0074, Sub_model training time: 11.78min
RecEraser Sub-model 2, Epoch [76/2000], Runs: 849, Loss: 0.3439, UL AUC: 0.6113, ACC AUC: 0.6382, ACC NDCG@20: 0.0073, Sub_model training time: 11.93min
RecEraser Sub-model 2, Epoch [77/2000], Runs: 849, Loss: 0.3437, UL AUC: 0.6126, ACC AUC: 0.6380, ACC NDCG@20: 0.0073, Sub_model training time: 12.09min
RecEraser Sub-model 2, Epoch [78/2000], Runs: 849, Loss: 0.3435, UL AUC: 0.6119, ACC AUC: 0.6385, ACC NDCG@20: 0.0075, Sub_model training time: 12.25min
RecEraser Sub-model 2, Epoch [79/2000], Runs: 849, Loss: 0.3431, UL AUC: 0.6123, ACC AUC: 0.6386, ACC NDCG@20: 0.0074, Sub_model training time: 12.41min
RecEraser Sub-model 2, Epoch [80/2000], Runs: 849, Loss: 0.3428, UL AUC: 0.6132, ACC AUC: 0.6383, ACC NDCG@20: 0.0074, Sub_model training time: 12.57min
RecEraser Sub-model 2, Epoch [81/2000], Runs: 849, Loss: 0.3425, UL AUC: 0.6132, ACC AUC: 0.6389, ACC NDCG@20: 0.0077, Sub_model training time: 12.73min
RecEraser Sub-model 2, Epoch [82/2000], Runs: 849, Loss: 0.3422, UL AUC: 0.6134, ACC AUC: 0.6388, ACC NDCG@20: 0.0077, Sub_model training time: 12.89min
RecEraser Sub-model 2, Epoch [83/2000], Runs: 849, Loss: 0.3420, UL AUC: 0.6129, ACC AUC: 0.6393, ACC NDCG@20: 0.0079, Sub_model training time: 13.04min
RecEraser Sub-model 2, Epoch [84/2000], Runs: 849, Loss: 0.3419, UL AUC: 0.6143, ACC AUC: 0.6390, ACC NDCG@20: 0.0079, Sub_model training time: 13.20min
RecEraser Sub-model 2, Epoch [85/2000], Runs: 849, Loss: 0.3416, UL AUC: 0.6145, ACC AUC: 0.6393, ACC NDCG@20: 0.0079, Sub_model training time: 13.36min
RecEraser Sub-model 2, Epoch [86/2000], Runs: 849, Loss: 0.3414, UL AUC: 0.6143, ACC AUC: 0.6394, ACC NDCG@20: 0.0080, Sub_model training time: 13.51min
RecEraser Sub-model 2, Epoch [87/2000], Runs: 849, Loss: 0.3411, UL AUC: 0.6144, ACC AUC: 0.6396, ACC NDCG@20: 0.0079, Sub_model training time: 13.67min
RecEraser Sub-model 2, Epoch [88/2000], Runs: 849, Loss: 0.3408, UL AUC: 0.6143, ACC AUC: 0.6399, ACC NDCG@20: 0.0078, Sub_model training time: 13.83min
RecEraser Sub-model 2, Epoch [89/2000], Runs: 849, Loss: 0.3406, UL AUC: 0.6138, ACC AUC: 0.6401, ACC NDCG@20: 0.0081, Sub_model training time: 13.98min
RecEraser Sub-model 2, Epoch [90/2000], Runs: 849, Loss: 0.3406, UL AUC: 0.6143, ACC AUC: 0.6400, ACC NDCG@20: 0.0081, Sub_model training time: 14.14min
RecEraser Sub-model 2, Epoch [91/2000], Runs: 849, Loss: 0.3401, UL AUC: 0.6146, ACC AUC: 0.6404, ACC NDCG@20: 0.0081, Sub_model training time: 14.30min
RecEraser Sub-model 2, Epoch [92/2000], Runs: 849, Loss: 0.3401, UL AUC: 0.6143, ACC AUC: 0.6402, ACC NDCG@20: 0.0081, Sub_model training time: 14.45min
RecEraser Sub-model 2, Epoch [93/2000], Runs: 849, Loss: 0.3400, UL AUC: 0.6135, ACC AUC: 0.6403, ACC NDCG@20: 0.0083, Sub_model training time: 14.61min
RecEraser Sub-model 2, Epoch [94/2000], Runs: 849, Loss: 0.3397, UL AUC: 0.6139, ACC AUC: 0.6403, ACC NDCG@20: 0.0082, Sub_model training time: 14.77min
RecEraser Sub-model 2, Epoch [95/2000], Runs: 849, Loss: 0.3395, UL AUC: 0.6147, ACC AUC: 0.6405, ACC NDCG@20: 0.0083, Sub_model training time: 14.93min
RecEraser Sub-model 2, Epoch [96/2000], Runs: 849, Loss: 0.3392, UL AUC: 0.6145, ACC AUC: 0.6404, ACC NDCG@20: 0.0084, Sub_model training time: 15.09min
RecEraser Sub-model 2, Epoch [97/2000], Runs: 849, Loss: 0.3391, UL AUC: 0.6136, ACC AUC: 0.6406, ACC NDCG@20: 0.0084, Sub_model training time: 15.24min
RecEraser Sub-model 2, Epoch [98/2000], Runs: 849, Loss: 0.3391, UL AUC: 0.6138, ACC AUC: 0.6406, ACC NDCG@20: 0.0084, Sub_model training time: 15.40min
RecEraser Sub-model 2, Epoch [99/2000], Runs: 849, Loss: 0.3388, UL AUC: 0.6145, ACC AUC: 0.6406, ACC NDCG@20: 0.0086, Sub_model training time: 15.56min
RecEraser Sub-model 2, Epoch [100/2000], Runs: 849, Loss: 0.3385, UL AUC: 0.6144, ACC AUC: 0.6406, ACC NDCG@20: 0.0087, Sub_model training time: 15.72min
RecEraser Sub-model 2, Epoch [101/2000], Runs: 849, Loss: 0.3384, UL AUC: 0.6156, ACC AUC: 0.6405, ACC NDCG@20: 0.0087, Sub_model training time: 15.87min
RecEraser Sub-model 2, Epoch [102/2000], Runs: 849, Loss: 0.3381, UL AUC: 0.6146, ACC AUC: 0.6406, ACC NDCG@20: 0.0086, Sub_model training time: 16.02min
RecEraser Sub-model 2, Epoch [103/2000], Runs: 849, Loss: 0.3382, UL AUC: 0.6145, ACC AUC: 0.6412, ACC NDCG@20: 0.0086, Sub_model training time: 16.18min
RecEraser Sub-model 2, Epoch [104/2000], Runs: 849, Loss: 0.3379, UL AUC: 0.6157, ACC AUC: 0.6410, ACC NDCG@20: 0.0088, Sub_model training time: 16.33min
RecEraser Sub-model 2, Epoch [105/2000], Runs: 849, Loss: 0.3379, UL AUC: 0.6153, ACC AUC: 0.6406, ACC NDCG@20: 0.0086, Sub_model training time: 16.49min
RecEraser Sub-model 2, Epoch [106/2000], Runs: 849, Loss: 0.3376, UL AUC: 0.6156, ACC AUC: 0.6412, ACC NDCG@20: 0.0087, Sub_model training time: 16.64min
RecEraser Sub-model 2, Epoch [107/2000], Runs: 849, Loss: 0.3375, UL AUC: 0.6155, ACC AUC: 0.6415, ACC NDCG@20: 0.0086, Sub_model training time: 16.80min
RecEraser Sub-model 2, Epoch [108/2000], Runs: 849, Loss: 0.3375, UL AUC: 0.6149, ACC AUC: 0.6414, ACC NDCG@20: 0.0086, Sub_model training time: 16.96min
RecEraser Sub-model 2, Epoch [109/2000], Runs: 849, Loss: 0.3372, UL AUC: 0.6151, ACC AUC: 0.6418, ACC NDCG@20: 0.0089, Sub_model training time: 17.12min
RecEraser Sub-model 2, Epoch [110/2000], Runs: 849, Loss: 0.3371, UL AUC: 0.6151, ACC AUC: 0.6416, ACC NDCG@20: 0.0092, Sub_model training time: 17.27min
RecEraser Sub-model 2, Epoch [111/2000], Runs: 849, Loss: 0.3370, UL AUC: 0.6153, ACC AUC: 0.6419, ACC NDCG@20: 0.0089, Sub_model training time: 17.43min
RecEraser Sub-model 2, Epoch [112/2000], Runs: 849, Loss: 0.3369, UL AUC: 0.6153, ACC AUC: 0.6419, ACC NDCG@20: 0.0090, Sub_model training time: 17.59min
RecEraser Sub-model 2, Epoch [113/2000], Runs: 849, Loss: 0.3367, UL AUC: 0.6163, ACC AUC: 0.6420, ACC NDCG@20: 0.0090, Sub_model training time: 17.75min
RecEraser Sub-model 2, Epoch [114/2000], Runs: 849, Loss: 0.3367, UL AUC: 0.6164, ACC AUC: 0.6421, ACC NDCG@20: 0.0088, Sub_model training time: 17.91min
RecEraser Sub-model 2, Epoch [115/2000], Runs: 849, Loss: 0.3364, UL AUC: 0.6161, ACC AUC: 0.6419, ACC NDCG@20: 0.0088, Sub_model training time: 18.07min
RecEraser Sub-model 2, Epoch [116/2000], Runs: 849, Loss: 0.3364, UL AUC: 0.6164, ACC AUC: 0.6418, ACC NDCG@20: 0.0089, Sub_model training time: 18.23min
RecEraser Sub-model 2, Epoch [117/2000], Runs: 849, Loss: 0.3364, UL AUC: 0.6149, ACC AUC: 0.6422, ACC NDCG@20: 0.0088, Sub_model training time: 18.39min
RecEraser Sub-model 2, Epoch [118/2000], Runs: 849, Loss: 0.3362, UL AUC: 0.6153, ACC AUC: 0.6423, ACC NDCG@20: 0.0088, Sub_model training time: 18.54min
RecEraser Sub-model 2, Epoch [119/2000], Runs: 849, Loss: 0.3360, UL AUC: 0.6156, ACC AUC: 0.6422, ACC NDCG@20: 0.0091, Sub_model training time: 18.70min
RecEraser Sub-model 2, Epoch [120/2000], Runs: 849, Loss: 0.3360, UL AUC: 0.6149, ACC AUC: 0.6421, ACC NDCG@20: 0.0088, Sub_model training time: 18.86min
RecEraser Sub-model 2, Epoch [121/2000], Runs: 849, Loss: 0.3359, UL AUC: 0.6148, ACC AUC: 0.6422, ACC NDCG@20: 0.0091, Sub_model training time: 19.02min
RecEraser Sub-model 2, Epoch [122/2000], Runs: 849, Loss: 0.3358, UL AUC: 0.6152, ACC AUC: 0.6423, ACC NDCG@20: 0.0090, Sub_model training time: 19.18min
RecEraser Sub-model 2, Epoch [123/2000], Runs: 849, Loss: 0.3356, UL AUC: 0.6149, ACC AUC: 0.6425, ACC NDCG@20: 0.0090, Sub_model training time: 19.34min
RecEraser Sub-model 2, Epoch [124/2000], Runs: 849, Loss: 0.3357, UL AUC: 0.6159, ACC AUC: 0.6422, ACC NDCG@20: 0.0091, Sub_model training time: 19.50min
RecEraser Sub-model 2, Epoch [125/2000], Runs: 849, Loss: 0.3356, UL AUC: 0.6156, ACC AUC: 0.6425, ACC NDCG@20: 0.0091, Sub_model training time: 19.66min
RecEraser Sub-model 2, Epoch [126/2000], Runs: 849, Loss: 0.3353, UL AUC: 0.6150, ACC AUC: 0.6426, ACC NDCG@20: 0.0089, Sub_model training time: 19.82min
RecEraser Sub-model 2, Epoch [127/2000], Runs: 849, Loss: 0.3353, UL AUC: 0.6153, ACC AUC: 0.6425, ACC NDCG@20: 0.0091, Sub_model training time: 19.97min
RecEraser Sub-model 2, Epoch [128/2000], Runs: 849, Loss: 0.3353, UL AUC: 0.6142, ACC AUC: 0.6424, ACC NDCG@20: 0.0093, Sub_model training time: 20.13min
RecEraser Sub-model 2, Epoch [129/2000], Runs: 849, Loss: 0.3352, UL AUC: 0.6142, ACC AUC: 0.6425, ACC NDCG@20: 0.0094, Sub_model training time: 20.29min
RecEraser Sub-model 2, Epoch [130/2000], Runs: 849, Loss: 0.3351, UL AUC: 0.6151, ACC AUC: 0.6427, ACC NDCG@20: 0.0097, Sub_model training time: 20.44min
RecEraser Sub-model 2, Epoch [131/2000], Runs: 849, Loss: 0.3350, UL AUC: 0.6166, ACC AUC: 0.6425, ACC NDCG@20: 0.0097, Sub_model training time: 20.60min
RecEraser Sub-model 2, Epoch [132/2000], Runs: 849, Loss: 0.3350, UL AUC: 0.6152, ACC AUC: 0.6427, ACC NDCG@20: 0.0096, Sub_model training time: 20.76min
RecEraser Sub-model 2, Epoch [133/2000], Runs: 849, Loss: 0.3348, UL AUC: 0.6147, ACC AUC: 0.6429, ACC NDCG@20: 0.0094, Sub_model training time: 20.92min
RecEraser Sub-model 2, Epoch [134/2000], Runs: 849, Loss: 0.3348, UL AUC: 0.6152, ACC AUC: 0.6430, ACC NDCG@20: 0.0095, Sub_model training time: 21.08min
RecEraser Sub-model 2, Epoch [135/2000], Runs: 849, Loss: 0.3347, UL AUC: 0.6153, ACC AUC: 0.6429, ACC NDCG@20: 0.0096, Sub_model training time: 21.24min
RecEraser Sub-model 2, Epoch [136/2000], Runs: 849, Loss: 0.3346, UL AUC: 0.6156, ACC AUC: 0.6429, ACC NDCG@20: 0.0098, Sub_model training time: 21.40min
RecEraser Sub-model 2, Epoch [137/2000], Runs: 849, Loss: 0.3346, UL AUC: 0.6152, ACC AUC: 0.6430, ACC NDCG@20: 0.0095, Sub_model training time: 21.56min
RecEraser Sub-model 2, Epoch [138/2000], Runs: 849, Loss: 0.3344, UL AUC: 0.6145, ACC AUC: 0.6431, ACC NDCG@20: 0.0096, Sub_model training time: 21.72min
RecEraser Sub-model 2, Epoch [139/2000], Runs: 849, Loss: 0.3342, UL AUC: 0.6135, ACC AUC: 0.6430, ACC NDCG@20: 0.0097, Sub_model training time: 21.88min
RecEraser Sub-model 2, Epoch [140/2000], Runs: 849, Loss: 0.3344, UL AUC: 0.6141, ACC AUC: 0.6431, ACC NDCG@20: 0.0096, Sub_model training time: 22.03min
RecEraser Sub-model 2, Epoch [141/2000], Runs: 849, Loss: 0.3344, UL AUC: 0.6147, ACC AUC: 0.6429, ACC NDCG@20: 0.0095, Sub_model training time: 22.19min
RecEraser Sub-model 2, Epoch [142/2000], Runs: 849, Loss: 0.3342, UL AUC: 0.6152, ACC AUC: 0.6428, ACC NDCG@20: 0.0099, Sub_model training time: 22.35min
RecEraser Sub-model 2, Epoch [143/2000], Runs: 849, Loss: 0.3341, UL AUC: 0.6136, ACC AUC: 0.6429, ACC NDCG@20: 0.0100, Sub_model training time: 22.51min
RecEraser Sub-model 2, Epoch [144/2000], Runs: 849, Loss: 0.3340, UL AUC: 0.6141, ACC AUC: 0.6428, ACC NDCG@20: 0.0098, Sub_model training time: 22.67min
RecEraser Sub-model 2, Epoch [145/2000], Runs: 849, Loss: 0.3338, UL AUC: 0.6148, ACC AUC: 0.6425, ACC NDCG@20: 0.0099, Sub_model training time: 22.83min
RecEraser Sub-model 2, Epoch [146/2000], Runs: 849, Loss: 0.3340, UL AUC: 0.6151, ACC AUC: 0.6423, ACC NDCG@20: 0.0099, Sub_model training time: 22.99min
RecEraser Sub-model 2, Epoch [147/2000], Runs: 849, Loss: 0.3338, UL AUC: 0.6133, ACC AUC: 0.6430, ACC NDCG@20: 0.0099, Sub_model training time: 23.14min
RecEraser Sub-model 2, Epoch [148/2000], Runs: 849, Loss: 0.3338, UL AUC: 0.6145, ACC AUC: 0.6427, ACC NDCG@20: 0.0100, Sub_model training time: 23.30min
RecEraser Sub-model 2, Epoch [149/2000], Runs: 849, Loss: 0.3338, UL AUC: 0.6135, ACC AUC: 0.6431, ACC NDCG@20: 0.0099, Sub_model training time: 23.46min
RecEraser Sub-model 2, Epoch [150/2000], Runs: 849, Loss: 0.3337, UL AUC: 0.6140, ACC AUC: 0.6427, ACC NDCG@20: 0.0098, Sub_model training time: 23.62min
RecEraser Sub-model 2, Epoch [151/2000], Runs: 849, Loss: 0.3336, UL AUC: 0.6143, ACC AUC: 0.6428, ACC NDCG@20: 0.0099, Sub_model training time: 23.78min
RecEraser Sub-model 2, Epoch [152/2000], Runs: 849, Loss: 0.3336, UL AUC: 0.6146, ACC AUC: 0.6427, ACC NDCG@20: 0.0098, Sub_model training time: 23.94min
RecEraser Sub-model 2, Epoch [153/2000], Runs: 849, Loss: 0.3335, UL AUC: 0.6147, ACC AUC: 0.6428, ACC NDCG@20: 0.0102, Sub_model training time: 24.10min
RecEraser Sub-model 2, Epoch [154/2000], Runs: 849, Loss: 0.3336, UL AUC: 0.6152, ACC AUC: 0.6427, ACC NDCG@20: 0.0101, Sub_model training time: 24.25min
RecEraser Sub-model 2, Epoch [155/2000], Runs: 849, Loss: 0.3334, UL AUC: 0.6147, ACC AUC: 0.6426, ACC NDCG@20: 0.0106, Sub_model training time: 24.40min
RecEraser Sub-model 2, Epoch [156/2000], Runs: 849, Loss: 0.3334, UL AUC: 0.6146, ACC AUC: 0.6427, ACC NDCG@20: 0.0101, Sub_model training time: 24.56min
RecEraser Sub-model 2, Epoch [157/2000], Runs: 849, Loss: 0.3333, UL AUC: 0.6143, ACC AUC: 0.6429, ACC NDCG@20: 0.0102, Sub_model training time: 24.72min
RecEraser Sub-model 2, Epoch [158/2000], Runs: 849, Loss: 0.3332, UL AUC: 0.6140, ACC AUC: 0.6429, ACC NDCG@20: 0.0100, Sub_model training time: 24.88min
RecEraser Sub-model 2, Epoch [159/2000], Runs: 849, Loss: 0.3334, UL AUC: 0.6142, ACC AUC: 0.6432, ACC NDCG@20: 0.0101, Sub_model training time: 25.04min
RecEraser Sub-model 2, Epoch [160/2000], Runs: 849, Loss: 0.3331, UL AUC: 0.6137, ACC AUC: 0.6432, ACC NDCG@20: 0.0102, Sub_model training time: 25.19min
RecEraser Sub-model 2, Epoch [161/2000], Runs: 849, Loss: 0.3331, UL AUC: 0.6128, ACC AUC: 0.6429, ACC NDCG@20: 0.0103, Sub_model training time: 25.34min
RecEraser Sub-model 2, Epoch [162/2000], Runs: 849, Loss: 0.3332, UL AUC: 0.6129, ACC AUC: 0.6430, ACC NDCG@20: 0.0103, Sub_model training time: 25.50min
RecEraser Sub-model 2, Epoch [163/2000], Runs: 849, Loss: 0.3330, UL AUC: 0.6142, ACC AUC: 0.6429, ACC NDCG@20: 0.0103, Sub_model training time: 25.66min
RecEraser Sub-model 2, Epoch [164/2000], Runs: 849, Loss: 0.3329, UL AUC: 0.6143, ACC AUC: 0.6429, ACC NDCG@20: 0.0105, Sub_model training time: 25.82min
RecEraser Sub-model 2, Epoch [165/2000], Runs: 849, Loss: 0.3329, UL AUC: 0.6142, ACC AUC: 0.6430, ACC NDCG@20: 0.0104, Sub_model training time: 25.98min
RecEraser Sub-model 2, Epoch [166/2000], Runs: 849, Loss: 0.3328, UL AUC: 0.6154, ACC AUC: 0.6429, ACC NDCG@20: 0.0105, Sub_model training time: 26.13min
RecEraser Sub-model 2, Epoch [167/2000], Runs: 849, Loss: 0.3328, UL AUC: 0.6152, ACC AUC: 0.6428, ACC NDCG@20: 0.0104, Sub_model training time: 26.29min
RecEraser Sub-model 2, Epoch [168/2000], Runs: 849, Loss: 0.3327, UL AUC: 0.6151, ACC AUC: 0.6432, ACC NDCG@20: 0.0103, Sub_model training time: 26.45min
RecEraser Sub-model 2, Epoch [169/2000], Runs: 849, Loss: 0.3326, UL AUC: 0.6148, ACC AUC: 0.6435, ACC NDCG@20: 0.0106, Sub_model training time: 26.60min
RecEraser Sub-model 2, Epoch [170/2000], Runs: 849, Loss: 0.3327, UL AUC: 0.6161, ACC AUC: 0.6430, ACC NDCG@20: 0.0107, Sub_model training time: 26.76min
RecEraser Sub-model 2, Epoch [171/2000], Runs: 849, Loss: 0.3327, UL AUC: 0.6153, ACC AUC: 0.6431, ACC NDCG@20: 0.0105, Sub_model training time: 26.92min
RecEraser Sub-model 2, Epoch [172/2000], Runs: 849, Loss: 0.3326, UL AUC: 0.6146, ACC AUC: 0.6431, ACC NDCG@20: 0.0105, Sub_model training time: 27.08min
RecEraser Sub-model 2, Epoch [173/2000], Runs: 849, Loss: 0.3326, UL AUC: 0.6152, ACC AUC: 0.6430, ACC NDCG@20: 0.0104, Sub_model training time: 27.24min
RecEraser Sub-model 2, Epoch [174/2000], Runs: 849, Loss: 0.3325, UL AUC: 0.6152, ACC AUC: 0.6429, ACC NDCG@20: 0.0107, Sub_model training time: 27.39min
RecEraser Sub-model 2, Epoch [175/2000], Runs: 849, Loss: 0.3324, UL AUC: 0.6146, ACC AUC: 0.6426, ACC NDCG@20: 0.0106, Sub_model training time: 27.55min
RecEraser Sub-model 2, Epoch [176/2000], Runs: 849, Loss: 0.3325, UL AUC: 0.6150, ACC AUC: 0.6427, ACC NDCG@20: 0.0107, Sub_model training time: 27.71min
RecEraser Sub-model 2, Epoch [177/2000], Runs: 849, Loss: 0.3324, UL AUC: 0.6153, ACC AUC: 0.6428, ACC NDCG@20: 0.0106, Sub_model training time: 27.87min
RecEraser Sub-model 2, Epoch [178/2000], Runs: 849, Loss: 0.3325, UL AUC: 0.6156, ACC AUC: 0.6429, ACC NDCG@20: 0.0105, Sub_model training time: 28.02min
RecEraser Sub-model 2, Epoch [179/2000], Runs: 849, Loss: 0.3322, UL AUC: 0.6160, ACC AUC: 0.6429, ACC NDCG@20: 0.0105, Sub_model training time: 28.18min
RecEraser Sub-model 2, Epoch [180/2000], Runs: 849, Loss: 0.3323, UL AUC: 0.6160, ACC AUC: 0.6429, ACC NDCG@20: 0.0104, Sub_model training time: 28.34min
RecEraser Sub-model 2, Epoch [181/2000], Runs: 849, Loss: 0.3324, UL AUC: 0.6159, ACC AUC: 0.6426, ACC NDCG@20: 0.0104, Sub_model training time: 28.50min
RecEraser Sub-model 2, Epoch [182/2000], Runs: 849, Loss: 0.3321, UL AUC: 0.6162, ACC AUC: 0.6427, ACC NDCG@20: 0.0106, Sub_model training time: 28.66min
RecEraser Sub-model 2, Epoch [183/2000], Runs: 849, Loss: 0.3323, UL AUC: 0.6161, ACC AUC: 0.6428, ACC NDCG@20: 0.0106, Sub_model training time: 28.82min
RecEraser Sub-model 2, Epoch [184/2000], Runs: 849, Loss: 0.3322, UL AUC: 0.6171, ACC AUC: 0.6426, ACC NDCG@20: 0.0105, Sub_model training time: 28.98min
RecEraser Sub-model 2, Epoch [185/2000], Runs: 849, Loss: 0.3322, UL AUC: 0.6167, ACC AUC: 0.6429, ACC NDCG@20: 0.0107, Sub_model training time: 29.13min
RecEraser Sub-model 2, Epoch [186/2000], Runs: 849, Loss: 0.3320, UL AUC: 0.6166, ACC AUC: 0.6429, ACC NDCG@20: 0.0107, Sub_model training time: 29.30min
RecEraser Sub-model 2, Epoch [187/2000], Runs: 849, Loss: 0.3321, UL AUC: 0.6162, ACC AUC: 0.6426, ACC NDCG@20: 0.0108, Sub_model training time: 29.45min
RecEraser Sub-model 2, Epoch [188/2000], Runs: 849, Loss: 0.3321, UL AUC: 0.6162, ACC AUC: 0.6428, ACC NDCG@20: 0.0109, Sub_model training time: 29.61min
RecEraser Sub-model 2, Epoch [189/2000], Runs: 849, Loss: 0.3320, UL AUC: 0.6170, ACC AUC: 0.6431, ACC NDCG@20: 0.0108, Sub_model training time: 29.77min
RecEraser Sub-model 2, Epoch [190/2000], Runs: 849, Loss: 0.3320, UL AUC: 0.6176, ACC AUC: 0.6428, ACC NDCG@20: 0.0107, Sub_model training time: 29.94min
RecEraser Sub-model 2, Epoch [191/2000], Runs: 849, Loss: 0.3319, UL AUC: 0.6170, ACC AUC: 0.6430, ACC NDCG@20: 0.0106, Sub_model training time: 30.10min
RecEraser Sub-model 2, Epoch [192/2000], Runs: 849, Loss: 0.3319, UL AUC: 0.6186, ACC AUC: 0.6429, ACC NDCG@20: 0.0108, Sub_model training time: 30.26min
RecEraser Sub-model 2, Epoch [193/2000], Runs: 849, Loss: 0.3318, UL AUC: 0.6182, ACC AUC: 0.6428, ACC NDCG@20: 0.0107, Sub_model training time: 30.42min
RecEraser Sub-model 2, Epoch [194/2000], Runs: 849, Loss: 0.3319, UL AUC: 0.6178, ACC AUC: 0.6427, ACC NDCG@20: 0.0107, Sub_model training time: 30.59min
RecEraser Sub-model 2, Epoch [195/2000], Runs: 849, Loss: 0.3318, UL AUC: 0.6170, ACC AUC: 0.6428, ACC NDCG@20: 0.0107, Sub_model training time: 30.74min
RecEraser Sub-model 2, Epoch [196/2000], Runs: 849, Loss: 0.3317, UL AUC: 0.6188, ACC AUC: 0.6432, ACC NDCG@20: 0.0106, Sub_model training time: 30.90min
RecEraser Sub-model 2, Epoch [197/2000], Runs: 849, Loss: 0.3318, UL AUC: 0.6175, ACC AUC: 0.6428, ACC NDCG@20: 0.0105, Sub_model training time: 31.06min
RecEraser Sub-model 2, Epoch [198/2000], Runs: 849, Loss: 0.3317, UL AUC: 0.6180, ACC AUC: 0.6429, ACC NDCG@20: 0.0106, Sub_model training time: 31.21min
RecEraser Sub-model 2, Epoch [199/2000], Runs: 849, Loss: 0.3317, UL AUC: 0.6184, ACC AUC: 0.6431, ACC NDCG@20: 0.0106, Sub_model training time: 31.37min
RecEraser Sub-model 2, Epoch [200/2000], Runs: 849, Loss: 0.3317, UL AUC: 0.6176, ACC AUC: 0.6429, ACC NDCG@20: 0.0106, Sub_model training time: 31.53min
RecEraser Sub-model 2, Epoch [201/2000], Runs: 849, Loss: 0.3316, UL AUC: 0.6183, ACC AUC: 0.6432, ACC NDCG@20: 0.0104, Sub_model training time: 31.69min
RecEraser Sub-model 2, Epoch [202/2000], Runs: 849, Loss: 0.3315, UL AUC: 0.6174, ACC AUC: 0.6431, ACC NDCG@20: 0.0107, Sub_model training time: 31.84min
RecEraser Sub-model 2, Epoch [203/2000], Runs: 849, Loss: 0.3315, UL AUC: 0.6174, ACC AUC: 0.6430, ACC NDCG@20: 0.0109, Sub_model training time: 32.00min
RecEraser Sub-model 2, Epoch [204/2000], Runs: 849, Loss: 0.3315, UL AUC: 0.6181, ACC AUC: 0.6430, ACC NDCG@20: 0.0107, Sub_model training time: 32.16min
RecEraser Sub-model 2, Epoch [205/2000], Runs: 849, Loss: 0.3314, UL AUC: 0.6180, ACC AUC: 0.6430, ACC NDCG@20: 0.0106, Sub_model training time: 32.32min
RecEraser Sub-model 2, Epoch [206/2000], Runs: 849, Loss: 0.3316, UL AUC: 0.6176, ACC AUC: 0.6431, ACC NDCG@20: 0.0108, Sub_model training time: 32.47min
RecEraser Sub-model 2, Epoch [207/2000], Runs: 849, Loss: 0.3314, UL AUC: 0.6187, ACC AUC: 0.6428, ACC NDCG@20: 0.0107, Sub_model training time: 32.63min
RecEraser Sub-model 2, Epoch [208/2000], Runs: 849, Loss: 0.3314, UL AUC: 0.6181, ACC AUC: 0.6430, ACC NDCG@20: 0.0107, Sub_model training time: 32.79min
RecEraser Sub-model 2, Epoch [209/2000], Runs: 849, Loss: 0.3315, UL AUC: 0.6177, ACC AUC: 0.6429, ACC NDCG@20: 0.0106, Sub_model training time: 32.94min
RecEraser Sub-model 2, Epoch [210/2000], Runs: 849, Loss: 0.3314, UL AUC: 0.6183, ACC AUC: 0.6426, ACC NDCG@20: 0.0106, Sub_model training time: 33.10min
RecEraser Sub-model 2, Epoch [211/2000], Runs: 849, Loss: 0.3316, UL AUC: 0.6191, ACC AUC: 0.6425, ACC NDCG@20: 0.0107, Sub_model training time: 33.26min
RecEraser Sub-model 2, Epoch [212/2000], Runs: 849, Loss: 0.3314, UL AUC: 0.6185, ACC AUC: 0.6427, ACC NDCG@20: 0.0107, Sub_model training time: 33.41min
RecEraser Sub-model 2, Epoch [213/2000], Runs: 849, Loss: 0.3314, UL AUC: 0.6189, ACC AUC: 0.6427, ACC NDCG@20: 0.0109, Sub_model training time: 33.57min
RecEraser Sub-model 2, Epoch [214/2000], Runs: 849, Loss: 0.3312, UL AUC: 0.6193, ACC AUC: 0.6428, ACC NDCG@20: 0.0110, Sub_model training time: 33.73min
RecEraser Sub-model 2, Epoch [215/2000], Runs: 849, Loss: 0.3311, UL AUC: 0.6200, ACC AUC: 0.6424, ACC NDCG@20: 0.0107, Sub_model training time: 33.88min
RecEraser Sub-model 2, Epoch [216/2000], Runs: 849, Loss: 0.3313, UL AUC: 0.6190, ACC AUC: 0.6424, ACC NDCG@20: 0.0110, Sub_model training time: 34.04min
RecEraser Sub-model 2, Epoch [217/2000], Runs: 849, Loss: 0.3313, UL AUC: 0.6187, ACC AUC: 0.6428, ACC NDCG@20: 0.0110, Sub_model training time: 34.19min
RecEraser Sub-model 2, Epoch [218/2000], Runs: 849, Loss: 0.3312, UL AUC: 0.6186, ACC AUC: 0.6429, ACC NDCG@20: 0.0111, Sub_model training time: 34.35min
RecEraser Sub-model 2, Epoch [219/2000], Runs: 849, Loss: 0.3312, UL AUC: 0.6178, ACC AUC: 0.6429, ACC NDCG@20: 0.0111, Sub_model training time: 34.51min
RecEraser Sub-model 2, Epoch [220/2000], Runs: 849, Loss: 0.3311, UL AUC: 0.6187, ACC AUC: 0.6427, ACC NDCG@20: 0.0107, Sub_model training time: 34.67min
RecEraser Sub-model 2, Epoch [221/2000], Runs: 849, Loss: 0.3310, UL AUC: 0.6190, ACC AUC: 0.6426, ACC NDCG@20: 0.0108, Sub_model training time: 34.82min
RecEraser Sub-model 2, Epoch [222/2000], Runs: 849, Loss: 0.3310, UL AUC: 0.6191, ACC AUC: 0.6425, ACC NDCG@20: 0.0110, Sub_model training time: 34.98min
RecEraser Sub-model 2, Epoch [223/2000], Runs: 849, Loss: 0.3311, UL AUC: 0.6197, ACC AUC: 0.6425, ACC NDCG@20: 0.0112, Sub_model training time: 35.14min
RecEraser Sub-model 2, Epoch [224/2000], Runs: 849, Loss: 0.3311, UL AUC: 0.6190, ACC AUC: 0.6425, ACC NDCG@20: 0.0108, Sub_model training time: 35.30min
RecEraser Sub-model 2, Epoch [225/2000], Runs: 849, Loss: 0.3309, UL AUC: 0.6188, ACC AUC: 0.6429, ACC NDCG@20: 0.0111, Sub_model training time: 35.46min
RecEraser Sub-model 2, Epoch [226/2000], Runs: 849, Loss: 0.3310, UL AUC: 0.6196, ACC AUC: 0.6424, ACC NDCG@20: 0.0110, Sub_model training time: 35.62min
RecEraser Sub-model 2, Epoch [227/2000], Runs: 849, Loss: 0.3309, UL AUC: 0.6188, ACC AUC: 0.6426, ACC NDCG@20: 0.0109, Sub_model training time: 35.77min
RecEraser Sub-model 2, Epoch [228/2000], Runs: 849, Loss: 0.3310, UL AUC: 0.6193, ACC AUC: 0.6428, ACC NDCG@20: 0.0111, Sub_model training time: 35.93min
RecEraser Sub-model 2, Epoch [229/2000], Runs: 849, Loss: 0.3309, UL AUC: 0.6190, ACC AUC: 0.6426, ACC NDCG@20: 0.0110, Sub_model training time: 36.09min
RecEraser Sub-model 2, Epoch [230/2000], Runs: 849, Loss: 0.3310, UL AUC: 0.6190, ACC AUC: 0.6426, ACC NDCG@20: 0.0109, Sub_model training time: 36.25min
RecEraser Sub-model 2, Epoch [231/2000], Runs: 849, Loss: 0.3309, UL AUC: 0.6185, ACC AUC: 0.6430, ACC NDCG@20: 0.0111, Sub_model training time: 36.40min
RecEraser Sub-model 2, Epoch [232/2000], Runs: 849, Loss: 0.3309, UL AUC: 0.6189, ACC AUC: 0.6428, ACC NDCG@20: 0.0110, Sub_model training time: 36.56min
RecEraser Sub-model 2, Epoch [233/2000], Runs: 849, Loss: 0.3309, UL AUC: 0.6184, ACC AUC: 0.6426, ACC NDCG@20: 0.0113, Sub_model training time: 36.72min
RecEraser Sub-model 2, Epoch [234/2000], Runs: 849, Loss: 0.3310, UL AUC: 0.6190, ACC AUC: 0.6425, ACC NDCG@20: 0.0111, Sub_model training time: 36.88min
RecEraser Sub-model 2, Epoch [235/2000], Runs: 849, Loss: 0.3308, UL AUC: 0.6188, ACC AUC: 0.6427, ACC NDCG@20: 0.0109, Sub_model training time: 37.04min
RecEraser Sub-model 2, Epoch [236/2000], Runs: 849, Loss: 0.3309, UL AUC: 0.6190, ACC AUC: 0.6427, ACC NDCG@20: 0.0111, Sub_model training time: 37.19min
RecEraser Sub-model 2, Epoch [237/2000], Runs: 849, Loss: 0.3308, UL AUC: 0.6196, ACC AUC: 0.6422, ACC NDCG@20: 0.0112, Sub_model training time: 37.36min
RecEraser Sub-model 2, Epoch [238/2000], Runs: 849, Loss: 0.3307, UL AUC: 0.6186, ACC AUC: 0.6427, ACC NDCG@20: 0.0111, Sub_model training time: 37.51min
RecEraser Sub-model 2, Epoch [239/2000], Runs: 849, Loss: 0.3307, UL AUC: 0.6193, ACC AUC: 0.6422, ACC NDCG@20: 0.0112, Sub_model training time: 37.67min
RecEraser Sub-model 2, Epoch [240/2000], Runs: 849, Loss: 0.3308, UL AUC: 0.6192, ACC AUC: 0.6421, ACC NDCG@20: 0.0112, Sub_model training time: 37.83min
RecEraser Sub-model 2, Epoch [241/2000], Runs: 849, Loss: 0.3307, UL AUC: 0.6201, ACC AUC: 0.6421, ACC NDCG@20: 0.0113, Sub_model training time: 37.99min
RecEraser Sub-model 2, Epoch [242/2000], Runs: 849, Loss: 0.3306, UL AUC: 0.6207, ACC AUC: 0.6421, ACC NDCG@20: 0.0112, Sub_model training time: 38.15min
RecEraser Sub-model 2, Epoch [243/2000], Runs: 849, Loss: 0.3306, UL AUC: 0.6206, ACC AUC: 0.6419, ACC NDCG@20: 0.0111, Sub_model training time: 38.30min
RecEraser Sub-model 2, Epoch [244/2000], Runs: 849, Loss: 0.3307, UL AUC: 0.6203, ACC AUC: 0.6419, ACC NDCG@20: 0.0113, Sub_model training time: 38.46min
RecEraser Sub-model 2, Epoch [245/2000], Runs: 849, Loss: 0.3308, UL AUC: 0.6218, ACC AUC: 0.6417, ACC NDCG@20: 0.0112, Sub_model training time: 38.62min
RecEraser Sub-model 2, Epoch [246/2000], Runs: 849, Loss: 0.3306, UL AUC: 0.6212, ACC AUC: 0.6421, ACC NDCG@20: 0.0114, Sub_model training time: 38.78min
RecEraser Sub-model 2, Epoch [247/2000], Runs: 849, Loss: 0.3306, UL AUC: 0.6213, ACC AUC: 0.6420, ACC NDCG@20: 0.0113, Sub_model training time: 38.94min
RecEraser Sub-model 2, Epoch [248/2000], Runs: 849, Loss: 0.3306, UL AUC: 0.6214, ACC AUC: 0.6419, ACC NDCG@20: 0.0114, Sub_model training time: 39.10min
RecEraser Sub-model 2, Epoch [249/2000], Runs: 849, Loss: 0.3306, UL AUC: 0.6217, ACC AUC: 0.6422, ACC NDCG@20: 0.0114, Sub_model training time: 39.25min
RecEraser Sub-model 2, Epoch [250/2000], Runs: 849, Loss: 0.3305, UL AUC: 0.6211, ACC AUC: 0.6423, ACC NDCG@20: 0.0112, Sub_model training time: 39.41min
RecEraser Sub-model 2, Epoch [251/2000], Runs: 849, Loss: 0.3305, UL AUC: 0.6219, ACC AUC: 0.6419, ACC NDCG@20: 0.0113, Sub_model training time: 39.57min
RecEraser Sub-model 2, Epoch [252/2000], Runs: 849, Loss: 0.3305, UL AUC: 0.6212, ACC AUC: 0.6420, ACC NDCG@20: 0.0114, Sub_model training time: 39.72min
RecEraser Sub-model 2, Epoch [253/2000], Runs: 849, Loss: 0.3304, UL AUC: 0.6211, ACC AUC: 0.6419, ACC NDCG@20: 0.0114, Sub_model training time: 39.88min
RecEraser Sub-model 2, Epoch [254/2000], Runs: 849, Loss: 0.3305, UL AUC: 0.6197, ACC AUC: 0.6418, ACC NDCG@20: 0.0114, Sub_model training time: 40.04min
RecEraser Sub-model 2, Epoch [255/2000], Runs: 849, Loss: 0.3305, UL AUC: 0.6201, ACC AUC: 0.6416, ACC NDCG@20: 0.0112, Sub_model training time: 40.19min
RecEraser Sub-model 2, Epoch [256/2000], Runs: 849, Loss: 0.3304, UL AUC: 0.6199, ACC AUC: 0.6416, ACC NDCG@20: 0.0114, Sub_model training time: 40.35min
RecEraser Sub-model 2, Epoch [257/2000], Runs: 849, Loss: 0.3306, UL AUC: 0.6200, ACC AUC: 0.6415, ACC NDCG@20: 0.0114, Sub_model training time: 40.51min
RecEraser Sub-model 2, Epoch [258/2000], Runs: 849, Loss: 0.3305, UL AUC: 0.6196, ACC AUC: 0.6418, ACC NDCG@20: 0.0112, Sub_model training time: 40.66min
RecEraser Sub-model 2, Epoch [259/2000], Runs: 849, Loss: 0.3304, UL AUC: 0.6203, ACC AUC: 0.6415, ACC NDCG@20: 0.0115, Sub_model training time: 40.81min
RecEraser Sub-model 2, Epoch [260/2000], Runs: 849, Loss: 0.3305, UL AUC: 0.6201, ACC AUC: 0.6415, ACC NDCG@20: 0.0113, Sub_model training time: 40.97min
RecEraser Sub-model 2, Epoch [261/2000], Runs: 849, Loss: 0.3303, UL AUC: 0.6205, ACC AUC: 0.6415, ACC NDCG@20: 0.0111, Sub_model training time: 41.13min
RecEraser Sub-model 2, Epoch [262/2000], Runs: 849, Loss: 0.3304, UL AUC: 0.6213, ACC AUC: 0.6416, ACC NDCG@20: 0.0114, Sub_model training time: 41.28min
RecEraser Sub-model 2, Epoch [263/2000], Runs: 849, Loss: 0.3304, UL AUC: 0.6213, ACC AUC: 0.6418, ACC NDCG@20: 0.0114, Sub_model training time: 41.44min
RecEraser Sub-model 2, Epoch [264/2000], Runs: 849, Loss: 0.3303, UL AUC: 0.6218, ACC AUC: 0.6420, ACC NDCG@20: 0.0113, Sub_model training time: 41.59min
RecEraser Sub-model 2, Epoch [265/2000], Runs: 849, Loss: 0.3303, UL AUC: 0.6218, ACC AUC: 0.6418, ACC NDCG@20: 0.0112, Sub_model training time: 41.75min
RecEraser Sub-model 2, Epoch [266/2000], Runs: 849, Loss: 0.3301, UL AUC: 0.6223, ACC AUC: 0.6418, ACC NDCG@20: 0.0112, Sub_model training time: 41.90min
RecEraser Sub-model 2, Epoch [267/2000], Runs: 849, Loss: 0.3302, UL AUC: 0.6224, ACC AUC: 0.6417, ACC NDCG@20: 0.0115, Sub_model training time: 42.06min
RecEraser Sub-model 2, Epoch [268/2000], Runs: 849, Loss: 0.3303, UL AUC: 0.6227, ACC AUC: 0.6420, ACC NDCG@20: 0.0114, Sub_model training time: 42.22min
RecEraser Sub-model 2, Epoch [269/2000], Runs: 849, Loss: 0.3303, UL AUC: 0.6214, ACC AUC: 0.6419, ACC NDCG@20: 0.0115, Sub_model training time: 42.38min
RecEraser Sub-model 2, Epoch [270/2000], Runs: 849, Loss: 0.3304, UL AUC: 0.6216, ACC AUC: 0.6421, ACC NDCG@20: 0.0116, Sub_model training time: 42.54min
RecEraser Sub-model 2, Epoch [271/2000], Runs: 849, Loss: 0.3301, UL AUC: 0.6212, ACC AUC: 0.6418, ACC NDCG@20: 0.0118, Sub_model training time: 42.69min
RecEraser Sub-model 2, Epoch [272/2000], Runs: 849, Loss: 0.3303, UL AUC: 0.6224, ACC AUC: 0.6417, ACC NDCG@20: 0.0116, Sub_model training time: 42.85min
RecEraser Sub-model 2, Epoch [273/2000], Runs: 849, Loss: 0.3300, UL AUC: 0.6210, ACC AUC: 0.6417, ACC NDCG@20: 0.0116, Sub_model training time: 43.00min
RecEraser Sub-model 2, Epoch [274/2000], Runs: 849, Loss: 0.3303, UL AUC: 0.6220, ACC AUC: 0.6417, ACC NDCG@20: 0.0116, Sub_model training time: 43.16min
RecEraser Sub-model 2, Epoch [275/2000], Runs: 849, Loss: 0.3301, UL AUC: 0.6219, ACC AUC: 0.6419, ACC NDCG@20: 0.0117, Sub_model training time: 43.32min
RecEraser Sub-model 2, Epoch [276/2000], Runs: 849, Loss: 0.3301, UL AUC: 0.6233, ACC AUC: 0.6418, ACC NDCG@20: 0.0115, Sub_model training time: 43.48min
RecEraser Sub-model 2, Epoch [277/2000], Runs: 849, Loss: 0.3302, UL AUC: 0.6223, ACC AUC: 0.6416, ACC NDCG@20: 0.0115, Sub_model training time: 43.63min
RecEraser Sub-model 2, Epoch [278/2000], Runs: 849, Loss: 0.3302, UL AUC: 0.6216, ACC AUC: 0.6416, ACC NDCG@20: 0.0117, Sub_model training time: 43.78min
RecEraser Sub-model 2, Epoch [279/2000], Runs: 849, Loss: 0.3301, UL AUC: 0.6213, ACC AUC: 0.6417, ACC NDCG@20: 0.0119, Sub_model training time: 43.94min
RecEraser Sub-model 2, Epoch [280/2000], Runs: 849, Loss: 0.3300, UL AUC: 0.6216, ACC AUC: 0.6416, ACC NDCG@20: 0.0117, Sub_model training time: 44.10min
RecEraser Sub-model 2, Epoch [281/2000], Runs: 849, Loss: 0.3301, UL AUC: 0.6222, ACC AUC: 0.6415, ACC NDCG@20: 0.0115, Sub_model training time: 44.25min
RecEraser Sub-model 2, Epoch [282/2000], Runs: 849, Loss: 0.3299, UL AUC: 0.6215, ACC AUC: 0.6416, ACC NDCG@20: 0.0116, Sub_model training time: 44.41min
RecEraser Sub-model 2, Epoch [283/2000], Runs: 849, Loss: 0.3301, UL AUC: 0.6225, ACC AUC: 0.6415, ACC NDCG@20: 0.0115, Sub_model training time: 44.57min
RecEraser Sub-model 2, Epoch [284/2000], Runs: 849, Loss: 0.3300, UL AUC: 0.6213, ACC AUC: 0.6416, ACC NDCG@20: 0.0115, Sub_model training time: 44.73min
RecEraser Sub-model 2, Epoch [285/2000], Runs: 849, Loss: 0.3300, UL AUC: 0.6221, ACC AUC: 0.6415, ACC NDCG@20: 0.0114, Sub_model training time: 44.89min
RecEraser Sub-model 2, Epoch [286/2000], Runs: 849, Loss: 0.3300, UL AUC: 0.6229, ACC AUC: 0.6416, ACC NDCG@20: 0.0114, Sub_model training time: 45.05min
RecEraser Sub-model 2, Epoch [287/2000], Runs: 849, Loss: 0.3300, UL AUC: 0.6221, ACC AUC: 0.6416, ACC NDCG@20: 0.0114, Sub_model training time: 45.19min
RecEraser Sub-model 2, Epoch [288/2000], Runs: 849, Loss: 0.3300, UL AUC: 0.6235, ACC AUC: 0.6417, ACC NDCG@20: 0.0113, Sub_model training time: 45.35min
RecEraser Sub-model 2, Epoch [289/2000], Runs: 849, Loss: 0.3300, UL AUC: 0.6235, ACC AUC: 0.6416, ACC NDCG@20: 0.0116, Sub_model training time: 45.51min
RecEraser Sub-model 2, Epoch [290/2000], Runs: 849, Loss: 0.3302, UL AUC: 0.6235, ACC AUC: 0.6415, ACC NDCG@20: 0.0115, Sub_model training time: 45.67min
RecEraser Sub-model 2, Epoch [291/2000], Runs: 849, Loss: 0.3299, UL AUC: 0.6238, ACC AUC: 0.6416, ACC NDCG@20: 0.0116, Sub_model training time: 45.83min
RecEraser Sub-model 2, Epoch [292/2000], Runs: 849, Loss: 0.3299, UL AUC: 0.6245, ACC AUC: 0.6413, ACC NDCG@20: 0.0116, Sub_model training time: 45.99min
RecEraser Sub-model 2, Epoch [293/2000], Runs: 849, Loss: 0.3299, UL AUC: 0.6235, ACC AUC: 0.6416, ACC NDCG@20: 0.0116, Sub_model training time: 46.14min
RecEraser Sub-model 2, Epoch [294/2000], Runs: 849, Loss: 0.3299, UL AUC: 0.6239, ACC AUC: 0.6415, ACC NDCG@20: 0.0114, Sub_model training time: 46.31min
RecEraser Sub-model 2, Epoch [295/2000], Runs: 849, Loss: 0.3299, UL AUC: 0.6242, ACC AUC: 0.6414, ACC NDCG@20: 0.0115, Sub_model training time: 46.47min
RecEraser Sub-model 2, Epoch [296/2000], Runs: 849, Loss: 0.3300, UL AUC: 0.6245, ACC AUC: 0.6412, ACC NDCG@20: 0.0114, Sub_model training time: 46.62min
RecEraser Sub-model 2, Epoch [297/2000], Runs: 849, Loss: 0.3298, UL AUC: 0.6248, ACC AUC: 0.6413, ACC NDCG@20: 0.0117, Sub_model training time: 46.78min
RecEraser Sub-model 2, Epoch [298/2000], Runs: 849, Loss: 0.3300, UL AUC: 0.6237, ACC AUC: 0.6414, ACC NDCG@20: 0.0116, Sub_model training time: 46.94min
RecEraser Sub-model 2, Epoch [299/2000], Runs: 849, Loss: 0.3300, UL AUC: 0.6234, ACC AUC: 0.6414, ACC NDCG@20: 0.0115, Sub_model training time: 47.10min
RecEraser Sub-model 2, Epoch [300/2000], Runs: 849, Loss: 0.3300, UL AUC: 0.6236, ACC AUC: 0.6418, ACC NDCG@20: 0.0117, Sub_model training time: 47.25min
RecEraser Sub-model 2, Epoch [301/2000], Runs: 849, Loss: 0.3297, UL AUC: 0.6245, ACC AUC: 0.6413, ACC NDCG@20: 0.0120, Sub_model training time: 47.41min
RecEraser Sub-model 2, Epoch [302/2000], Runs: 849, Loss: 0.3298, UL AUC: 0.6238, ACC AUC: 0.6413, ACC NDCG@20: 0.0121, Sub_model training time: 47.57min
RecEraser Sub-model 2, Epoch [303/2000], Runs: 849, Loss: 0.3299, UL AUC: 0.6243, ACC AUC: 0.6414, ACC NDCG@20: 0.0118, Sub_model training time: 47.73min
RecEraser Sub-model 2, Epoch [304/2000], Runs: 849, Loss: 0.3297, UL AUC: 0.6241, ACC AUC: 0.6414, ACC NDCG@20: 0.0121, Sub_model training time: 47.89min
RecEraser Sub-model 2, Epoch [305/2000], Runs: 849, Loss: 0.3298, UL AUC: 0.6235, ACC AUC: 0.6414, ACC NDCG@20: 0.0117, Sub_model training time: 48.05min
RecEraser Sub-model 2, Epoch [306/2000], Runs: 849, Loss: 0.3297, UL AUC: 0.6235, ACC AUC: 0.6415, ACC NDCG@20: 0.0119, Sub_model training time: 48.20min
RecEraser Sub-model 2, Epoch [307/2000], Runs: 849, Loss: 0.3296, UL AUC: 0.6222, ACC AUC: 0.6415, ACC NDCG@20: 0.0119, Sub_model training time: 48.36min
RecEraser Sub-model 2, Epoch [308/2000], Runs: 849, Loss: 0.3297, UL AUC: 0.6226, ACC AUC: 0.6415, ACC NDCG@20: 0.0118, Sub_model training time: 48.52min
RecEraser Sub-model 2, Epoch [309/2000], Runs: 849, Loss: 0.3296, UL AUC: 0.6230, ACC AUC: 0.6413, ACC NDCG@20: 0.0118, Sub_model training time: 48.68min
RecEraser Sub-model 2, Epoch [310/2000], Runs: 849, Loss: 0.3297, UL AUC: 0.6228, ACC AUC: 0.6413, ACC NDCG@20: 0.0122, Sub_model training time: 48.84min
RecEraser Sub-model 2, Epoch [311/2000], Runs: 849, Loss: 0.3296, UL AUC: 0.6227, ACC AUC: 0.6414, ACC NDCG@20: 0.0119, Sub_model training time: 48.99min
RecEraser Sub-model 2, Epoch [312/2000], Runs: 849, Loss: 0.3297, UL AUC: 0.6239, ACC AUC: 0.6415, ACC NDCG@20: 0.0121, Sub_model training time: 49.15min
RecEraser Sub-model 2, Epoch [313/2000], Runs: 849, Loss: 0.3297, UL AUC: 0.6232, ACC AUC: 0.6414, ACC NDCG@20: 0.0119, Sub_model training time: 49.31min
RecEraser Sub-model 2, Epoch [314/2000], Runs: 849, Loss: 0.3297, UL AUC: 0.6243, ACC AUC: 0.6414, ACC NDCG@20: 0.0120, Sub_model training time: 49.47min
RecEraser Sub-model 2, Epoch [315/2000], Runs: 849, Loss: 0.3297, UL AUC: 0.6242, ACC AUC: 0.6416, ACC NDCG@20: 0.0122, Sub_model training time: 49.63min
RecEraser Sub-model 2, Epoch [316/2000], Runs: 849, Loss: 0.3296, UL AUC: 0.6251, ACC AUC: 0.6416, ACC NDCG@20: 0.0121, Sub_model training time: 49.79min
RecEraser Sub-model 2, Epoch [317/2000], Runs: 849, Loss: 0.3297, UL AUC: 0.6239, ACC AUC: 0.6415, ACC NDCG@20: 0.0123, Sub_model training time: 49.94min
RecEraser Sub-model 2, Epoch [318/2000], Runs: 849, Loss: 0.3297, UL AUC: 0.6240, ACC AUC: 0.6412, ACC NDCG@20: 0.0120, Sub_model training time: 50.10min
RecEraser Sub-model 2, Epoch [319/2000], Runs: 849, Loss: 0.3297, UL AUC: 0.6247, ACC AUC: 0.6413, ACC NDCG@20: 0.0122, Sub_model training time: 50.25min
RecEraser Sub-model 2, Epoch [320/2000], Runs: 849, Loss: 0.3297, UL AUC: 0.6234, ACC AUC: 0.6413, ACC NDCG@20: 0.0120, Sub_model training time: 50.41min
RecEraser Sub-model 2, Epoch [321/2000], Runs: 849, Loss: 0.3297, UL AUC: 0.6248, ACC AUC: 0.6412, ACC NDCG@20: 0.0121, Sub_model training time: 50.57min
RecEraser Sub-model 2, Epoch [322/2000], Runs: 849, Loss: 0.3297, UL AUC: 0.6244, ACC AUC: 0.6412, ACC NDCG@20: 0.0119, Sub_model training time: 50.73min
RecEraser Sub-model 2, Epoch [323/2000], Runs: 849, Loss: 0.3295, UL AUC: 0.6242, ACC AUC: 0.6411, ACC NDCG@20: 0.0120, Sub_model training time: 50.88min
RecEraser Sub-model 2, Epoch [324/2000], Runs: 849, Loss: 0.3296, UL AUC: 0.6241, ACC AUC: 0.6414, ACC NDCG@20: 0.0118, Sub_model training time: 51.04min
RecEraser Sub-model 2, Epoch [325/2000], Runs: 849, Loss: 0.3297, UL AUC: 0.6237, ACC AUC: 0.6412, ACC NDCG@20: 0.0119, Sub_model training time: 51.19min
RecEraser Sub-model 2, Epoch [326/2000], Runs: 849, Loss: 0.3296, UL AUC: 0.6243, ACC AUC: 0.6409, ACC NDCG@20: 0.0119, Sub_model training time: 51.34min
RecEraser Sub-model 2, Epoch [327/2000], Runs: 849, Loss: 0.3295, UL AUC: 0.6239, ACC AUC: 0.6412, ACC NDCG@20: 0.0120, Sub_model training time: 51.50min
RecEraser Sub-model 2, Epoch [328/2000], Runs: 849, Loss: 0.3295, UL AUC: 0.6237, ACC AUC: 0.6411, ACC NDCG@20: 0.0120, Sub_model training time: 51.66min
RecEraser Sub-model 2, Epoch [329/2000], Runs: 849, Loss: 0.3297, UL AUC: 0.6243, ACC AUC: 0.6408, ACC NDCG@20: 0.0121, Sub_model training time: 51.82min
RecEraser Sub-model 2, Epoch [330/2000], Runs: 849, Loss: 0.3295, UL AUC: 0.6241, ACC AUC: 0.6409, ACC NDCG@20: 0.0121, Sub_model training time: 51.98min
RecEraser Sub-model 2, Epoch [331/2000], Runs: 849, Loss: 0.3295, UL AUC: 0.6254, ACC AUC: 0.6410, ACC NDCG@20: 0.0122, Sub_model training time: 52.14min
RecEraser Sub-model 2, Epoch [332/2000], Runs: 849, Loss: 0.3295, UL AUC: 0.6249, ACC AUC: 0.6406, ACC NDCG@20: 0.0120, Sub_model training time: 52.30min
RecEraser Sub-model 2, Epoch [333/2000], Runs: 849, Loss: 0.3296, UL AUC: 0.6246, ACC AUC: 0.6406, ACC NDCG@20: 0.0118, Sub_model training time: 52.46min
RecEraser Sub-model 2, Epoch [334/2000], Runs: 849, Loss: 0.3296, UL AUC: 0.6250, ACC AUC: 0.6407, ACC NDCG@20: 0.0118, Sub_model training time: 52.61min
RecEraser Sub-model 2, Epoch [335/2000], Runs: 849, Loss: 0.3295, UL AUC: 0.6256, ACC AUC: 0.6405, ACC NDCG@20: 0.0120, Sub_model training time: 52.77min
RecEraser Sub-model 2, Epoch [336/2000], Runs: 849, Loss: 0.3294, UL AUC: 0.6255, ACC AUC: 0.6406, ACC NDCG@20: 0.0119, Sub_model training time: 52.93min
RecEraser Sub-model 2, Epoch [337/2000], Runs: 849, Loss: 0.3294, UL AUC: 0.6259, ACC AUC: 0.6409, ACC NDCG@20: 0.0120, Sub_model training time: 53.09min
RecEraser Sub-model 2, Epoch [338/2000], Runs: 849, Loss: 0.3294, UL AUC: 0.6261, ACC AUC: 0.6410, ACC NDCG@20: 0.0120, Sub_model training time: 53.24min
RecEraser Sub-model 2, Epoch [339/2000], Runs: 849, Loss: 0.3296, UL AUC: 0.6256, ACC AUC: 0.6410, ACC NDCG@20: 0.0121, Sub_model training time: 53.40min
RecEraser Sub-model 2, Epoch [340/2000], Runs: 849, Loss: 0.3295, UL AUC: 0.6256, ACC AUC: 0.6410, ACC NDCG@20: 0.0119, Sub_model training time: 53.56min
RecEraser Sub-model 2, Epoch [341/2000], Runs: 849, Loss: 0.3294, UL AUC: 0.6255, ACC AUC: 0.6411, ACC NDCG@20: 0.0121, Sub_model training time: 53.72min
RecEraser Sub-model 2, Epoch [342/2000], Runs: 849, Loss: 0.3295, UL AUC: 0.6243, ACC AUC: 0.6409, ACC NDCG@20: 0.0117, Sub_model training time: 53.87min
RecEraser Sub-model 2, Epoch [343/2000], Runs: 849, Loss: 0.3295, UL AUC: 0.6238, ACC AUC: 0.6409, ACC NDCG@20: 0.0118, Sub_model training time: 54.03min
RecEraser Sub-model 2, Epoch [344/2000], Runs: 849, Loss: 0.3294, UL AUC: 0.6242, ACC AUC: 0.6410, ACC NDCG@20: 0.0118, Sub_model training time: 54.19min
RecEraser Sub-model 2, Epoch [345/2000], Runs: 849, Loss: 0.3293, UL AUC: 0.6242, ACC AUC: 0.6409, ACC NDCG@20: 0.0119, Sub_model training time: 54.34min
RecEraser Sub-model 2, Epoch [346/2000], Runs: 849, Loss: 0.3294, UL AUC: 0.6234, ACC AUC: 0.6411, ACC NDCG@20: 0.0118, Sub_model training time: 54.50min
RecEraser Sub-model 2, Epoch [347/2000], Runs: 849, Loss: 0.3295, UL AUC: 0.6227, ACC AUC: 0.6409, ACC NDCG@20: 0.0117, Sub_model training time: 54.66min
RecEraser Sub-model 2, Epoch [348/2000], Runs: 849, Loss: 0.3294, UL AUC: 0.6231, ACC AUC: 0.6410, ACC NDCG@20: 0.0121, Sub_model training time: 54.81min
RecEraser Sub-model 2, Epoch [349/2000], Runs: 849, Loss: 0.3294, UL AUC: 0.6243, ACC AUC: 0.6408, ACC NDCG@20: 0.0121, Sub_model training time: 54.97min
RecEraser Sub-model 2, Epoch [350/2000], Runs: 849, Loss: 0.3295, UL AUC: 0.6251, ACC AUC: 0.6408, ACC NDCG@20: 0.0121, Sub_model training time: 55.13min
RecEraser Sub-model 2, Epoch [351/2000], Runs: 849, Loss: 0.3294, UL AUC: 0.6242, ACC AUC: 0.6407, ACC NDCG@20: 0.0118, Sub_model training time: 55.29min
RecEraser Sub-model 2, Epoch [352/2000], Runs: 849, Loss: 0.3294, UL AUC: 0.6238, ACC AUC: 0.6403, ACC NDCG@20: 0.0119, Sub_model training time: 55.44min
RecEraser Sub-model 2, Epoch [353/2000], Runs: 849, Loss: 0.3293, UL AUC: 0.6237, ACC AUC: 0.6405, ACC NDCG@20: 0.0120, Sub_model training time: 55.60min
RecEraser Sub-model 2, Epoch [354/2000], Runs: 849, Loss: 0.3293, UL AUC: 0.6244, ACC AUC: 0.6405, ACC NDCG@20: 0.0120, Sub_model training time: 55.75min
RecEraser Sub-model 2, Epoch [355/2000], Runs: 849, Loss: 0.3295, UL AUC: 0.6242, ACC AUC: 0.6406, ACC NDCG@20: 0.0120, Sub_model training time: 55.91min
RecEraser Sub-model 2, Epoch [356/2000], Runs: 849, Loss: 0.3294, UL AUC: 0.6254, ACC AUC: 0.6405, ACC NDCG@20: 0.0118, Sub_model training time: 56.06min
RecEraser Sub-model 2, Epoch [357/2000], Runs: 849, Loss: 0.3294, UL AUC: 0.6253, ACC AUC: 0.6401, ACC NDCG@20: 0.0117, Sub_model training time: 56.22min
RecEraser Sub-model 2, Epoch [358/2000], Runs: 849, Loss: 0.3293, UL AUC: 0.6255, ACC AUC: 0.6402, ACC NDCG@20: 0.0120, Sub_model training time: 56.38min
RecEraser Sub-model 2, Epoch [359/2000], Runs: 849, Loss: 0.3294, UL AUC: 0.6254, ACC AUC: 0.6403, ACC NDCG@20: 0.0120, Sub_model training time: 56.53min
RecEraser Sub-model 2, Epoch [360/2000], Runs: 849, Loss: 0.3293, UL AUC: 0.6253, ACC AUC: 0.6402, ACC NDCG@20: 0.0120, Sub_model training time: 56.69min
RecEraser Sub-model 2, Epoch [361/2000], Runs: 849, Loss: 0.3293, UL AUC: 0.6242, ACC AUC: 0.6404, ACC NDCG@20: 0.0122, Sub_model training time: 56.85min
RecEraser Sub-model 2, Epoch [362/2000], Runs: 849, Loss: 0.3293, UL AUC: 0.6262, ACC AUC: 0.6404, ACC NDCG@20: 0.0120, Sub_model training time: 57.00min
RecEraser Sub-model 2, Epoch [363/2000], Runs: 849, Loss: 0.3293, UL AUC: 0.6252, ACC AUC: 0.6406, ACC NDCG@20: 0.0122, Sub_model training time: 57.16min
RecEraser Sub-model 2, Epoch [364/2000], Runs: 849, Loss: 0.3293, UL AUC: 0.6255, ACC AUC: 0.6403, ACC NDCG@20: 0.0122, Sub_model training time: 57.32min
RecEraser Sub-model 2, Epoch [365/2000], Runs: 849, Loss: 0.3293, UL AUC: 0.6250, ACC AUC: 0.6404, ACC NDCG@20: 0.0121, Sub_model training time: 57.48min
RecEraser Sub-model 2, Epoch [366/2000], Runs: 849, Loss: 0.3294, UL AUC: 0.6247, ACC AUC: 0.6400, ACC NDCG@20: 0.0120, Sub_model training time: 57.63min
RecEraser Sub-model 2, Epoch [367/2000], Runs: 849, Loss: 0.3293, UL AUC: 0.6257, ACC AUC: 0.6402, ACC NDCG@20: 0.0122, Sub_model training time: 57.79min
[RecEraser] FINISH training SUB_MODELS, current time: 73.45min.
[RecEraser] START training ATTENTION layer, current time: 73.45min.
RecEraser Attention Layer Training. Epoch [1/2000], Runs: 798 Loss: 0.1250, UL AUC: 0.6483, ACC AUC: 0.8217, ACC NDCG@20: 0.0131, Attention layer training time: 0.24min
RecEraser Attention Layer Training. Epoch [2/2000], Runs: 798 Loss: 0.1208, UL AUC: 0.6493, ACC AUC: 0.8199, ACC NDCG@20: 0.0125, Attention layer training time: 0.48min
RecEraser Attention Layer Training. Epoch [3/2000], Runs: 798 Loss: 0.1207, UL AUC: 0.6517, ACC AUC: 0.8208, ACC NDCG@20: 0.0134, Attention layer training time: 0.71min
RecEraser Attention Layer Training. Epoch [4/2000], Runs: 798 Loss: 0.1198, UL AUC: 0.6473, ACC AUC: 0.8237, ACC NDCG@20: 0.0136, Attention layer training time: 0.94min
RecEraser Attention Layer Training. Epoch [5/2000], Runs: 798 Loss: 0.1196, UL AUC: 0.6479, ACC AUC: 0.8232, ACC NDCG@20: 0.0135, Attention layer training time: 1.17min
RecEraser Attention Layer Training. Epoch [6/2000], Runs: 798 Loss: 0.1195, UL AUC: 0.6509, ACC AUC: 0.8200, ACC NDCG@20: 0.0131, Attention layer training time: 1.40min
RecEraser Attention Layer Training. Epoch [7/2000], Runs: 798 Loss: 0.1196, UL AUC: 0.6567, ACC AUC: 0.8144, ACC NDCG@20: 0.0132, Attention layer training time: 1.63min
RecEraser Attention Layer Training. Epoch [8/2000], Runs: 798 Loss: 0.1190, UL AUC: 0.6515, ACC AUC: 0.8196, ACC NDCG@20: 0.0134, Attention layer training time: 1.86min
RecEraser Attention Layer Training. Epoch [9/2000], Runs: 798 Loss: 0.1191, UL AUC: 0.6523, ACC AUC: 0.8178, ACC NDCG@20: 0.0125, Attention layer training time: 2.09min
RecEraser Attention Layer Training. Epoch [10/2000], Runs: 798 Loss: 0.1187, UL AUC: 0.6549, ACC AUC: 0.8182, ACC NDCG@20: 0.0132, Attention layer training time: 2.32min
RecEraser Attention Layer Training. Epoch [11/2000], Runs: 798 Loss: 0.1190, UL AUC: 0.6476, ACC AUC: 0.8238, ACC NDCG@20: 0.0132, Attention layer training time: 2.55min
RecEraser Attention Layer Training. Epoch [12/2000], Runs: 798 Loss: 0.1185, UL AUC: 0.6537, ACC AUC: 0.8182, ACC NDCG@20: 0.0132, Attention layer training time: 2.78min
RecEraser Attention Layer Training. Epoch [13/2000], Runs: 798 Loss: 0.1177, UL AUC: 0.6519, ACC AUC: 0.8198, ACC NDCG@20: 0.0127, Attention layer training time: 3.01min
RecEraser Attention Layer Training. Epoch [14/2000], Runs: 798 Loss: 0.1181, UL AUC: 0.6565, ACC AUC: 0.8169, ACC NDCG@20: 0.0129, Attention layer training time: 3.24min
RecEraser Attention Layer Training. Epoch [15/2000], Runs: 798 Loss: 0.1175, UL AUC: 0.6494, ACC AUC: 0.8230, ACC NDCG@20: 0.0130, Attention layer training time: 3.47min
RecEraser Attention Layer Training. Epoch [16/2000], Runs: 798 Loss: 0.1179, UL AUC: 0.6486, ACC AUC: 0.8225, ACC NDCG@20: 0.0124, Attention layer training time: 3.70min
RecEraser Attention Layer Training. Epoch [17/2000], Runs: 798 Loss: 0.1177, UL AUC: 0.6577, ACC AUC: 0.8116, ACC NDCG@20: 0.0119, Attention layer training time: 3.93min
RecEraser Attention Layer Training. Epoch [18/2000], Runs: 798 Loss: 0.1178, UL AUC: 0.6563, ACC AUC: 0.8146, ACC NDCG@20: 0.0128, Attention layer training time: 4.16min
RecEraser Attention Layer Training. Epoch [19/2000], Runs: 798 Loss: 0.1175, UL AUC: 0.6582, ACC AUC: 0.8123, ACC NDCG@20: 0.0122, Attention layer training time: 4.39min
RecEraser Attention Layer Training. Epoch [20/2000], Runs: 798 Loss: 0.1164, UL AUC: 0.6506, ACC AUC: 0.8204, ACC NDCG@20: 0.0129, Attention layer training time: 4.61min
RecEraser Attention Layer Training. Epoch [21/2000], Runs: 798 Loss: 0.1173, UL AUC: 0.6554, ACC AUC: 0.8165, ACC NDCG@20: 0.0128, Attention layer training time: 4.84min
RecEraser Attention Layer Training. Epoch [22/2000], Runs: 798 Loss: 0.1170, UL AUC: 0.6531, ACC AUC: 0.8193, ACC NDCG@20: 0.0131, Attention layer training time: 5.07min
RecEraser Attention Layer Training. Epoch [23/2000], Runs: 798 Loss: 0.1178, UL AUC: 0.6579, ACC AUC: 0.8145, ACC NDCG@20: 0.0127, Attention layer training time: 5.30min
RecEraser Attention Layer Training. Epoch [24/2000], Runs: 798 Loss: 0.1167, UL AUC: 0.6504, ACC AUC: 0.8215, ACC NDCG@20: 0.0132, Attention layer training time: 5.53min
RecEraser Attention Layer Training. Epoch [25/2000], Runs: 798 Loss: 0.1168, UL AUC: 0.6497, ACC AUC: 0.8228, ACC NDCG@20: 0.0136, Attention layer training time: 5.76min
RecEraser Attention Layer Training. Epoch [26/2000], Runs: 798 Loss: 0.1171, UL AUC: 0.6518, ACC AUC: 0.8208, ACC NDCG@20: 0.0122, Attention layer training time: 5.99min
RecEraser Attention Layer Training. Epoch [27/2000], Runs: 798 Loss: 0.1160, UL AUC: 0.6570, ACC AUC: 0.8159, ACC NDCG@20: 0.0126, Attention layer training time: 6.21min
RecEraser Attention Layer Training. Epoch [28/2000], Runs: 798 Loss: 0.1165, UL AUC: 0.6527, ACC AUC: 0.8188, ACC NDCG@20: 0.0128, Attention layer training time: 6.45min
RecEraser Attention Layer Training. Epoch [29/2000], Runs: 798 Loss: 0.1169, UL AUC: 0.6519, ACC AUC: 0.8215, ACC NDCG@20: 0.0130, Attention layer training time: 6.67min
[RecEraser] FINISH training ATTENTION layer, current time: 80.36min.
TOTAL RUNNING TIME: 80.36min
Precision@20: 0.0084; Recall@20: 0.0178;  NDCG@20: 0.0136;  
Precision@50: 0.0079; Recall@50: 0.0416;  NDCG@50: 0.0226;  
Precision@100: 0.0072; Recall@100: 0.0756;  NDCG@100: 0.0338;  
Before unlearning: ACC AUC: 0.8838, UL AUC: 0.5051, ACC NDCG@20: 0.0277
After unlearning: ACC AUC: 0.8237, UL AUC: 0.6473, ACC NDCG@20: 0.0136
