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Finetune_sample-LastFM-150.txt
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Finetune_sample-LastFM-150.txt
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Namespace(adam_beta1=0.9, adam_beta2=0.999, attention_probs_dropout_prob=0.5, attribute_size=389, batch_size=256, ckp=150, cuda_condition=True, data_dir='../TOIS/data/', data_file='../TOIS/data/LastFM.txt', data_name='LastFM', do_eval=False, epochs=200, gpu_id='2', hidden_act='gelu', hidden_dropout_prob=0.5, hidden_size=64, initializer_range=0.02, item_size=3648, log_file='output/Finetune_sample-LastFM-150.txt', log_freq=1, lr=0.001, mask_id=3647, max_seq_length=50, model_name='Finetune_sample', no_cuda=False, num_attention_heads=2, num_hidden_layers=2, output_dir='output/', sample_file='../TOIS/data/LastFM_sample.txt', seed=42, weight_decay=0.0)
{'epoch': 0, 'rec_avg_loss': '1.7752', 'rec_cur_loss': '1.6317'}
{'Epoch': 0, 'HIT@1': '0.0633', 'NDCG@1': '0.0633', 'HIT@5': '0.2312', 'NDCG@5': '0.1492', 'HIT@10': '0.3550', 'NDCG@10': '0.1891', 'MRR': '0.1596'}
{'epoch': 1, 'rec_avg_loss': '1.4744', 'rec_cur_loss': '1.3986'}
{'Epoch': 1, 'HIT@1': '0.0807', 'NDCG@1': '0.0807', 'HIT@5': '0.2468', 'NDCG@5': '0.1659', 'HIT@10': '0.3890', 'NDCG@10': '0.2113', 'MRR': '0.1787'}
{'epoch': 2, 'rec_avg_loss': '1.3062', 'rec_cur_loss': '1.2506'}
{'Epoch': 2, 'HIT@1': '0.0927', 'NDCG@1': '0.0927', 'HIT@5': '0.2688', 'NDCG@5': '0.1807', 'HIT@10': '0.4092', 'NDCG@10': '0.2260', 'MRR': '0.1932'}
{'epoch': 3, 'rec_avg_loss': '1.2506', 'rec_cur_loss': '1.3113'}
{'Epoch': 3, 'HIT@1': '0.0954', 'NDCG@1': '0.0954', 'HIT@5': '0.3055', 'NDCG@5': '0.2020', 'HIT@10': '0.4532', 'NDCG@10': '0.2492', 'MRR': '0.2087'}
{'epoch': 4, 'rec_avg_loss': '1.1843', 'rec_cur_loss': '1.1460'}
{'Epoch': 4, 'HIT@1': '0.1073', 'NDCG@1': '0.1073', 'HIT@5': '0.3266', 'NDCG@5': '0.2180', 'HIT@10': '0.4853', 'NDCG@10': '0.2691', 'MRR': '0.2236'}
{'epoch': 5, 'rec_avg_loss': '1.1555', 'rec_cur_loss': '1.1640'}
{'Epoch': 5, 'HIT@1': '0.1064', 'NDCG@1': '0.1064', 'HIT@5': '0.3505', 'NDCG@5': '0.2297', 'HIT@10': '0.5138', 'NDCG@10': '0.2823', 'MRR': '0.2306'}
{'epoch': 6, 'rec_avg_loss': '1.1072', 'rec_cur_loss': '1.0859'}
{'Epoch': 6, 'HIT@1': '0.1138', 'NDCG@1': '0.1138', 'HIT@5': '0.3624', 'NDCG@5': '0.2408', 'HIT@10': '0.5193', 'NDCG@10': '0.2921', 'MRR': '0.2417'}
{'epoch': 7, 'rec_avg_loss': '1.0796', 'rec_cur_loss': '1.0635'}
{'Epoch': 7, 'HIT@1': '0.1138', 'NDCG@1': '0.1138', 'HIT@5': '0.3706', 'NDCG@5': '0.2485', 'HIT@10': '0.5330', 'NDCG@10': '0.3018', 'MRR': '0.2497'}
{'epoch': 8, 'rec_avg_loss': '1.0314', 'rec_cur_loss': '1.0037'}
{'Epoch': 8, 'HIT@1': '0.1211', 'NDCG@1': '0.1211', 'HIT@5': '0.3780', 'NDCG@5': '0.2542', 'HIT@10': '0.5440', 'NDCG@10': '0.3085', 'MRR': '0.2549'}
{'epoch': 9, 'rec_avg_loss': '1.0138', 'rec_cur_loss': '0.9004'}
{'Epoch': 9, 'HIT@1': '0.1294', 'NDCG@1': '0.1294', 'HIT@5': '0.3917', 'NDCG@5': '0.2647', 'HIT@10': '0.5523', 'NDCG@10': '0.3170', 'MRR': '0.2633'}
{'epoch': 10, 'rec_avg_loss': '1.0159', 'rec_cur_loss': '1.0183'}
{'Epoch': 10, 'HIT@1': '0.1239', 'NDCG@1': '0.1239', 'HIT@5': '0.4000', 'NDCG@5': '0.2671', 'HIT@10': '0.5587', 'NDCG@10': '0.3189', 'MRR': '0.2632'}
{'epoch': 11, 'rec_avg_loss': '1.0012', 'rec_cur_loss': '0.9798'}
{'Epoch': 11, 'HIT@1': '0.1266', 'NDCG@1': '0.1266', 'HIT@5': '0.4064', 'NDCG@5': '0.2710', 'HIT@10': '0.5596', 'NDCG@10': '0.3212', 'MRR': '0.2661'}
{'epoch': 12, 'rec_avg_loss': '0.9780', 'rec_cur_loss': '0.9941'}
{'Epoch': 12, 'HIT@1': '0.1294', 'NDCG@1': '0.1294', 'HIT@5': '0.4128', 'NDCG@5': '0.2749', 'HIT@10': '0.5679', 'NDCG@10': '0.3252', 'MRR': '0.2685'}
{'epoch': 13, 'rec_avg_loss': '0.9582', 'rec_cur_loss': '0.9752'}
{'Epoch': 13, 'HIT@1': '0.1330', 'NDCG@1': '0.1330', 'HIT@5': '0.4174', 'NDCG@5': '0.2793', 'HIT@10': '0.5679', 'NDCG@10': '0.3282', 'MRR': '0.2727'}
{'epoch': 14, 'rec_avg_loss': '0.9397', 'rec_cur_loss': '0.9028'}
{'Epoch': 14, 'HIT@1': '0.1404', 'NDCG@1': '0.1404', 'HIT@5': '0.4229', 'NDCG@5': '0.2859', 'HIT@10': '0.5752', 'NDCG@10': '0.3352', 'MRR': '0.2793'}
{'epoch': 15, 'rec_avg_loss': '0.9310', 'rec_cur_loss': '0.9281'}
{'Epoch': 15, 'HIT@1': '0.1358', 'NDCG@1': '0.1358', 'HIT@5': '0.4220', 'NDCG@5': '0.2836', 'HIT@10': '0.5734', 'NDCG@10': '0.3328', 'MRR': '0.2771'}
{'epoch': 16, 'rec_avg_loss': '0.9078', 'rec_cur_loss': '0.8721'}
{'Epoch': 16, 'HIT@1': '0.1431', 'NDCG@1': '0.1431', 'HIT@5': '0.4248', 'NDCG@5': '0.2882', 'HIT@10': '0.5716', 'NDCG@10': '0.3360', 'MRR': '0.2820'}
{'epoch': 17, 'rec_avg_loss': '0.9110', 'rec_cur_loss': '0.9697'}
{'Epoch': 17, 'HIT@1': '0.1422', 'NDCG@1': '0.1422', 'HIT@5': '0.4202', 'NDCG@5': '0.2872', 'HIT@10': '0.5807', 'NDCG@10': '0.3393', 'MRR': '0.2831'}
{'epoch': 18, 'rec_avg_loss': '0.8929', 'rec_cur_loss': '0.9180'}
{'Epoch': 18, 'HIT@1': '0.1486', 'NDCG@1': '0.1486', 'HIT@5': '0.4220', 'NDCG@5': '0.2907', 'HIT@10': '0.5826', 'NDCG@10': '0.3428', 'MRR': '0.2872'}
{'epoch': 19, 'rec_avg_loss': '0.8794', 'rec_cur_loss': '0.8569'}
{'Epoch': 19, 'HIT@1': '0.1550', 'NDCG@1': '0.1550', 'HIT@5': '0.4193', 'NDCG@5': '0.2933', 'HIT@10': '0.5862', 'NDCG@10': '0.3477', 'MRR': '0.2924'}
{'epoch': 20, 'rec_avg_loss': '0.8816', 'rec_cur_loss': '0.8703'}
{'Epoch': 20, 'HIT@1': '0.1514', 'NDCG@1': '0.1514', 'HIT@5': '0.4229', 'NDCG@5': '0.2947', 'HIT@10': '0.5835', 'NDCG@10': '0.3468', 'MRR': '0.2924'}
{'epoch': 21, 'rec_avg_loss': '0.8607', 'rec_cur_loss': '0.8483'}
{'Epoch': 21, 'HIT@1': '0.1523', 'NDCG@1': '0.1523', 'HIT@5': '0.4294', 'NDCG@5': '0.2975', 'HIT@10': '0.5835', 'NDCG@10': '0.3475', 'MRR': '0.2934'}
{'epoch': 22, 'rec_avg_loss': '0.8424', 'rec_cur_loss': '0.8060'}
{'Epoch': 22, 'HIT@1': '0.1514', 'NDCG@1': '0.1514', 'HIT@5': '0.4349', 'NDCG@5': '0.2990', 'HIT@10': '0.5899', 'NDCG@10': '0.3490', 'MRR': '0.2930'}
{'epoch': 23, 'rec_avg_loss': '0.8523', 'rec_cur_loss': '0.9084'}
{'Epoch': 23, 'HIT@1': '0.1495', 'NDCG@1': '0.1495', 'HIT@5': '0.4294', 'NDCG@5': '0.2958', 'HIT@10': '0.5844', 'NDCG@10': '0.3460', 'MRR': '0.2913'}
{'epoch': 24, 'rec_avg_loss': '0.8242', 'rec_cur_loss': '0.7620'}
{'Epoch': 24, 'HIT@1': '0.1440', 'NDCG@1': '0.1440', 'HIT@5': '0.4303', 'NDCG@5': '0.2943', 'HIT@10': '0.5862', 'NDCG@10': '0.3449', 'MRR': '0.2891'}
{'epoch': 25, 'rec_avg_loss': '0.8255', 'rec_cur_loss': '0.8048'}
{'Epoch': 25, 'HIT@1': '0.1440', 'NDCG@1': '0.1440', 'HIT@5': '0.4339', 'NDCG@5': '0.2964', 'HIT@10': '0.5890', 'NDCG@10': '0.3466', 'MRR': '0.2903'}
{'epoch': 26, 'rec_avg_loss': '0.8163', 'rec_cur_loss': '0.8210'}
{'Epoch': 26, 'HIT@1': '0.1514', 'NDCG@1': '0.1514', 'HIT@5': '0.4376', 'NDCG@5': '0.3009', 'HIT@10': '0.5954', 'NDCG@10': '0.3516', 'MRR': '0.2946'}
{'epoch': 27, 'rec_avg_loss': '0.8111', 'rec_cur_loss': '0.8196'}
{'Epoch': 27, 'HIT@1': '0.1495', 'NDCG@1': '0.1495', 'HIT@5': '0.4450', 'NDCG@5': '0.3027', 'HIT@10': '0.6018', 'NDCG@10': '0.3527', 'MRR': '0.2938'}
{'epoch': 28, 'rec_avg_loss': '0.7996', 'rec_cur_loss': '0.7698'}
{'Epoch': 28, 'HIT@1': '0.1550', 'NDCG@1': '0.1550', 'HIT@5': '0.4376', 'NDCG@5': '0.3034', 'HIT@10': '0.5991', 'NDCG@10': '0.3553', 'MRR': '0.2983'}
{'epoch': 29, 'rec_avg_loss': '0.7919', 'rec_cur_loss': '0.8202'}
{'Epoch': 29, 'HIT@1': '0.1596', 'NDCG@1': '0.1596', 'HIT@5': '0.4385', 'NDCG@5': '0.3055', 'HIT@10': '0.6046', 'NDCG@10': '0.3588', 'MRR': '0.3010'}
{'epoch': 30, 'rec_avg_loss': '0.8029', 'rec_cur_loss': '0.8199'}
{'Epoch': 30, 'HIT@1': '0.1578', 'NDCG@1': '0.1578', 'HIT@5': '0.4385', 'NDCG@5': '0.3043', 'HIT@10': '0.6028', 'NDCG@10': '0.3571', 'MRR': '0.2995'}
{'epoch': 31, 'rec_avg_loss': '0.7968', 'rec_cur_loss': '0.8206'}
{'Epoch': 31, 'HIT@1': '0.1532', 'NDCG@1': '0.1532', 'HIT@5': '0.4459', 'NDCG@5': '0.3062', 'HIT@10': '0.6028', 'NDCG@10': '0.3564', 'MRR': '0.2985'}
{'epoch': 32, 'rec_avg_loss': '0.7832', 'rec_cur_loss': '0.7658'}
{'Epoch': 32, 'HIT@1': '0.1541', 'NDCG@1': '0.1541', 'HIT@5': '0.4495', 'NDCG@5': '0.3081', 'HIT@10': '0.6018', 'NDCG@10': '0.3569', 'MRR': '0.2993'}
{'epoch': 33, 'rec_avg_loss': '0.7773', 'rec_cur_loss': '0.7687'}
{'Epoch': 33, 'HIT@1': '0.1569', 'NDCG@1': '0.1569', 'HIT@5': '0.4468', 'NDCG@5': '0.3087', 'HIT@10': '0.6073', 'NDCG@10': '0.3603', 'MRR': '0.3019'}
{'epoch': 34, 'rec_avg_loss': '0.7720', 'rec_cur_loss': '0.7896'}
{'Epoch': 34, 'HIT@1': '0.1550', 'NDCG@1': '0.1550', 'HIT@5': '0.4495', 'NDCG@5': '0.3074', 'HIT@10': '0.6055', 'NDCG@10': '0.3577', 'MRR': '0.2992'}
{'epoch': 35, 'rec_avg_loss': '0.7675', 'rec_cur_loss': '0.7801'}
{'Epoch': 35, 'HIT@1': '0.1578', 'NDCG@1': '0.1578', 'HIT@5': '0.4514', 'NDCG@5': '0.3090', 'HIT@10': '0.6055', 'NDCG@10': '0.3586', 'MRR': '0.3006'}
{'epoch': 36, 'rec_avg_loss': '0.7556', 'rec_cur_loss': '0.7658'}
{'Epoch': 36, 'HIT@1': '0.1532', 'NDCG@1': '0.1532', 'HIT@5': '0.4505', 'NDCG@5': '0.3084', 'HIT@10': '0.6028', 'NDCG@10': '0.3574', 'MRR': '0.3000'}
{'epoch': 37, 'rec_avg_loss': '0.7582', 'rec_cur_loss': '0.7595'}
{'Epoch': 37, 'HIT@1': '0.1587', 'NDCG@1': '0.1587', 'HIT@5': '0.4532', 'NDCG@5': '0.3122', 'HIT@10': '0.6055', 'NDCG@10': '0.3613', 'MRR': '0.3040'}
{'epoch': 38, 'rec_avg_loss': '0.7537', 'rec_cur_loss': '0.7838'}
{'Epoch': 38, 'HIT@1': '0.1587', 'NDCG@1': '0.1587', 'HIT@5': '0.4578', 'NDCG@5': '0.3148', 'HIT@10': '0.6028', 'NDCG@10': '0.3615', 'MRR': '0.3053'}
{'epoch': 39, 'rec_avg_loss': '0.7494', 'rec_cur_loss': '0.7688'}
{'Epoch': 39, 'HIT@1': '0.1606', 'NDCG@1': '0.1606', 'HIT@5': '0.4560', 'NDCG@5': '0.3137', 'HIT@10': '0.6037', 'NDCG@10': '0.3613', 'MRR': '0.3047'}
{'epoch': 40, 'rec_avg_loss': '0.7464', 'rec_cur_loss': '0.7834'}
{'Epoch': 40, 'HIT@1': '0.1596', 'NDCG@1': '0.1596', 'HIT@5': '0.4587', 'NDCG@5': '0.3148', 'HIT@10': '0.6037', 'NDCG@10': '0.3618', 'MRR': '0.3051'}
{'epoch': 41, 'rec_avg_loss': '0.7351', 'rec_cur_loss': '0.7492'}
{'Epoch': 41, 'HIT@1': '0.1624', 'NDCG@1': '0.1624', 'HIT@5': '0.4615', 'NDCG@5': '0.3165', 'HIT@10': '0.6028', 'NDCG@10': '0.3624', 'MRR': '0.3064'}
{'epoch': 42, 'rec_avg_loss': '0.7358', 'rec_cur_loss': '0.7621'}
{'Epoch': 42, 'HIT@1': '0.1642', 'NDCG@1': '0.1642', 'HIT@5': '0.4642', 'NDCG@5': '0.3181', 'HIT@10': '0.6018', 'NDCG@10': '0.3623', 'MRR': '0.3067'}
{'epoch': 43, 'rec_avg_loss': '0.7273', 'rec_cur_loss': '0.7221'}
{'Epoch': 43, 'HIT@1': '0.1633', 'NDCG@1': '0.1633', 'HIT@5': '0.4569', 'NDCG@5': '0.3163', 'HIT@10': '0.6028', 'NDCG@10': '0.3633', 'MRR': '0.3077'}
{'epoch': 44, 'rec_avg_loss': '0.7351', 'rec_cur_loss': '0.7469'}
{'Epoch': 44, 'HIT@1': '0.1606', 'NDCG@1': '0.1606', 'HIT@5': '0.4578', 'NDCG@5': '0.3164', 'HIT@10': '0.6046', 'NDCG@10': '0.3634', 'MRR': '0.3072'}
{'epoch': 45, 'rec_avg_loss': '0.7170', 'rec_cur_loss': '0.7054'}
{'Epoch': 45, 'HIT@1': '0.1615', 'NDCG@1': '0.1615', 'HIT@5': '0.4560', 'NDCG@5': '0.3155', 'HIT@10': '0.6092', 'NDCG@10': '0.3645', 'MRR': '0.3070'}
{'epoch': 46, 'rec_avg_loss': '0.7122', 'rec_cur_loss': '0.7292'}
{'Epoch': 46, 'HIT@1': '0.1615', 'NDCG@1': '0.1615', 'HIT@5': '0.4532', 'NDCG@5': '0.3149', 'HIT@10': '0.6055', 'NDCG@10': '0.3639', 'MRR': '0.3076'}
{'epoch': 47, 'rec_avg_loss': '0.7036', 'rec_cur_loss': '0.6398'}
{'Epoch': 47, 'HIT@1': '0.1642', 'NDCG@1': '0.1642', 'HIT@5': '0.4596', 'NDCG@5': '0.3192', 'HIT@10': '0.6037', 'NDCG@10': '0.3652', 'MRR': '0.3100'}
{'epoch': 48, 'rec_avg_loss': '0.6985', 'rec_cur_loss': '0.6772'}
{'Epoch': 48, 'HIT@1': '0.1670', 'NDCG@1': '0.1670', 'HIT@5': '0.4578', 'NDCG@5': '0.3197', 'HIT@10': '0.6055', 'NDCG@10': '0.3672', 'MRR': '0.3119'}
{'epoch': 49, 'rec_avg_loss': '0.7068', 'rec_cur_loss': '0.6874'}
{'Epoch': 49, 'HIT@1': '0.1633', 'NDCG@1': '0.1633', 'HIT@5': '0.4578', 'NDCG@5': '0.3180', 'HIT@10': '0.6128', 'NDCG@10': '0.3677', 'MRR': '0.3098'}
{'epoch': 50, 'rec_avg_loss': '0.6995', 'rec_cur_loss': '0.7031'}
{'Epoch': 50, 'HIT@1': '0.1651', 'NDCG@1': '0.1651', 'HIT@5': '0.4606', 'NDCG@5': '0.3201', 'HIT@10': '0.6092', 'NDCG@10': '0.3678', 'MRR': '0.3113'}
{'epoch': 51, 'rec_avg_loss': '0.7006', 'rec_cur_loss': '0.7221'}
{'Epoch': 51, 'HIT@1': '0.1633', 'NDCG@1': '0.1633', 'HIT@5': '0.4560', 'NDCG@5': '0.3180', 'HIT@10': '0.6101', 'NDCG@10': '0.3674', 'MRR': '0.3104'}
{'epoch': 52, 'rec_avg_loss': '0.6968', 'rec_cur_loss': '0.6879'}
{'Epoch': 52, 'HIT@1': '0.1596', 'NDCG@1': '0.1596', 'HIT@5': '0.4578', 'NDCG@5': '0.3173', 'HIT@10': '0.6092', 'NDCG@10': '0.3658', 'MRR': '0.3084'}
{'epoch': 53, 'rec_avg_loss': '0.7031', 'rec_cur_loss': '0.7096'}
{'Epoch': 53, 'HIT@1': '0.1651', 'NDCG@1': '0.1651', 'HIT@5': '0.4569', 'NDCG@5': '0.3175', 'HIT@10': '0.5982', 'NDCG@10': '0.3630', 'MRR': '0.3090'}
{'epoch': 54, 'rec_avg_loss': '0.6841', 'rec_cur_loss': '0.6638'}
{'Epoch': 54, 'HIT@1': '0.1661', 'NDCG@1': '0.1661', 'HIT@5': '0.4514', 'NDCG@5': '0.3151', 'HIT@10': '0.5972', 'NDCG@10': '0.3623', 'MRR': '0.3085'}
{'epoch': 55, 'rec_avg_loss': '0.6812', 'rec_cur_loss': '0.6675'}
{'Epoch': 55, 'HIT@1': '0.1642', 'NDCG@1': '0.1642', 'HIT@5': '0.4523', 'NDCG@5': '0.3149', 'HIT@10': '0.5991', 'NDCG@10': '0.3621', 'MRR': '0.3077'}
{'epoch': 56, 'rec_avg_loss': '0.6767', 'rec_cur_loss': '0.6334'}
{'Epoch': 56, 'HIT@1': '0.1624', 'NDCG@1': '0.1624', 'HIT@5': '0.4532', 'NDCG@5': '0.3159', 'HIT@10': '0.6055', 'NDCG@10': '0.3648', 'MRR': '0.3089'}
{'epoch': 57, 'rec_avg_loss': '0.6790', 'rec_cur_loss': '0.6900'}
{'Epoch': 57, 'HIT@1': '0.1633', 'NDCG@1': '0.1633', 'HIT@5': '0.4523', 'NDCG@5': '0.3156', 'HIT@10': '0.6055', 'NDCG@10': '0.3651', 'MRR': '0.3093'}
{'epoch': 58, 'rec_avg_loss': '0.6717', 'rec_cur_loss': '0.6689'}
{'Epoch': 58, 'HIT@1': '0.1688', 'NDCG@1': '0.1688', 'HIT@5': '0.4569', 'NDCG@5': '0.3192', 'HIT@10': '0.6083', 'NDCG@10': '0.3679', 'MRR': '0.3120'}
{'epoch': 59, 'rec_avg_loss': '0.6706', 'rec_cur_loss': '0.6498'}
{'Epoch': 59, 'HIT@1': '0.1706', 'NDCG@1': '0.1706', 'HIT@5': '0.4541', 'NDCG@5': '0.3192', 'HIT@10': '0.6073', 'NDCG@10': '0.3685', 'MRR': '0.3134'}
{'epoch': 60, 'rec_avg_loss': '0.6717', 'rec_cur_loss': '0.6635'}
{'Epoch': 60, 'HIT@1': '0.1679', 'NDCG@1': '0.1679', 'HIT@5': '0.4541', 'NDCG@5': '0.3182', 'HIT@10': '0.6046', 'NDCG@10': '0.3671', 'MRR': '0.3122'}
{'epoch': 61, 'rec_avg_loss': '0.6676', 'rec_cur_loss': '0.6625'}
{'Epoch': 61, 'HIT@1': '0.1670', 'NDCG@1': '0.1670', 'HIT@5': '0.4578', 'NDCG@5': '0.3198', 'HIT@10': '0.6083', 'NDCG@10': '0.3683', 'MRR': '0.3123'}
{'epoch': 62, 'rec_avg_loss': '0.6653', 'rec_cur_loss': '0.6796'}
{'Epoch': 62, 'HIT@1': '0.1642', 'NDCG@1': '0.1642', 'HIT@5': '0.4550', 'NDCG@5': '0.3182', 'HIT@10': '0.6092', 'NDCG@10': '0.3679', 'MRR': '0.3113'}
{'epoch': 63, 'rec_avg_loss': '0.6636', 'rec_cur_loss': '0.6998'}
{'Epoch': 63, 'HIT@1': '0.1651', 'NDCG@1': '0.1651', 'HIT@5': '0.4569', 'NDCG@5': '0.3193', 'HIT@10': '0.6101', 'NDCG@10': '0.3686', 'MRR': '0.3118'}
{'epoch': 64, 'rec_avg_loss': '0.6716', 'rec_cur_loss': '0.7125'}
{'Epoch': 64, 'HIT@1': '0.1642', 'NDCG@1': '0.1642', 'HIT@5': '0.4569', 'NDCG@5': '0.3197', 'HIT@10': '0.6046', 'NDCG@10': '0.3674', 'MRR': '0.3122'}
{'epoch': 65, 'rec_avg_loss': '0.6412', 'rec_cur_loss': '0.6125'}
{'Epoch': 65, 'HIT@1': '0.1688', 'NDCG@1': '0.1688', 'HIT@5': '0.4624', 'NDCG@5': '0.3233', 'HIT@10': '0.6028', 'NDCG@10': '0.3685', 'MRR': '0.3146'}
{'epoch': 66, 'rec_avg_loss': '0.6462', 'rec_cur_loss': '0.6738'}
{'Epoch': 66, 'HIT@1': '0.1670', 'NDCG@1': '0.1670', 'HIT@5': '0.4596', 'NDCG@5': '0.3213', 'HIT@10': '0.6037', 'NDCG@10': '0.3679', 'MRR': '0.3133'}
{'epoch': 67, 'rec_avg_loss': '0.6547', 'rec_cur_loss': '0.6726'}
{'Epoch': 67, 'HIT@1': '0.1706', 'NDCG@1': '0.1706', 'HIT@5': '0.4606', 'NDCG@5': '0.3233', 'HIT@10': '0.6055', 'NDCG@10': '0.3701', 'MRR': '0.3154'}
{'epoch': 68, 'rec_avg_loss': '0.6503', 'rec_cur_loss': '0.6530'}
{'Epoch': 68, 'HIT@1': '0.1725', 'NDCG@1': '0.1725', 'HIT@5': '0.4606', 'NDCG@5': '0.3246', 'HIT@10': '0.6037', 'NDCG@10': '0.3709', 'MRR': '0.3172'}
{'epoch': 69, 'rec_avg_loss': '0.6462', 'rec_cur_loss': '0.6492'}
{'Epoch': 69, 'HIT@1': '0.1734', 'NDCG@1': '0.1734', 'HIT@5': '0.4633', 'NDCG@5': '0.3255', 'HIT@10': '0.6009', 'NDCG@10': '0.3699', 'MRR': '0.3168'}
{'epoch': 70, 'rec_avg_loss': '0.6423', 'rec_cur_loss': '0.6474'}
{'Epoch': 70, 'HIT@1': '0.1679', 'NDCG@1': '0.1679', 'HIT@5': '0.4633', 'NDCG@5': '0.3242', 'HIT@10': '0.6028', 'NDCG@10': '0.3691', 'MRR': '0.3151'}
{'epoch': 71, 'rec_avg_loss': '0.6398', 'rec_cur_loss': '0.6351'}
{'Epoch': 71, 'HIT@1': '0.1679', 'NDCG@1': '0.1679', 'HIT@5': '0.4642', 'NDCG@5': '0.3249', 'HIT@10': '0.6073', 'NDCG@10': '0.3708', 'MRR': '0.3157'}
{'epoch': 72, 'rec_avg_loss': '0.6290', 'rec_cur_loss': '0.5937'}
{'Epoch': 72, 'HIT@1': '0.1651', 'NDCG@1': '0.1651', 'HIT@5': '0.4651', 'NDCG@5': '0.3238', 'HIT@10': '0.6101', 'NDCG@10': '0.3704', 'MRR': '0.3139'}
{'epoch': 73, 'rec_avg_loss': '0.6403', 'rec_cur_loss': '0.6439'}
{'Epoch': 73, 'HIT@1': '0.1633', 'NDCG@1': '0.1633', 'HIT@5': '0.4587', 'NDCG@5': '0.3211', 'HIT@10': '0.6101', 'NDCG@10': '0.3701', 'MRR': '0.3134'}
{'epoch': 74, 'rec_avg_loss': '0.6330', 'rec_cur_loss': '0.6395'}
{'Epoch': 74, 'HIT@1': '0.1706', 'NDCG@1': '0.1706', 'HIT@5': '0.4651', 'NDCG@5': '0.3247', 'HIT@10': '0.6064', 'NDCG@10': '0.3699', 'MRR': '0.3150'}
{'epoch': 75, 'rec_avg_loss': '0.6372', 'rec_cur_loss': '0.6546'}
{'Epoch': 75, 'HIT@1': '0.1725', 'NDCG@1': '0.1725', 'HIT@5': '0.4661', 'NDCG@5': '0.3257', 'HIT@10': '0.6064', 'NDCG@10': '0.3706', 'MRR': '0.3159'}
{'epoch': 76, 'rec_avg_loss': '0.6230', 'rec_cur_loss': '0.6085'}
{'Epoch': 76, 'HIT@1': '0.1697', 'NDCG@1': '0.1697', 'HIT@5': '0.4578', 'NDCG@5': '0.3218', 'HIT@10': '0.6037', 'NDCG@10': '0.3691', 'MRR': '0.3150'}
{'epoch': 77, 'rec_avg_loss': '0.6256', 'rec_cur_loss': '0.6340'}
{'Epoch': 77, 'HIT@1': '0.1679', 'NDCG@1': '0.1679', 'HIT@5': '0.4569', 'NDCG@5': '0.3208', 'HIT@10': '0.6037', 'NDCG@10': '0.3683', 'MRR': '0.3138'}
{'epoch': 78, 'rec_avg_loss': '0.6244', 'rec_cur_loss': '0.6328'}
{'Epoch': 78, 'HIT@1': '0.1688', 'NDCG@1': '0.1688', 'HIT@5': '0.4587', 'NDCG@5': '0.3225', 'HIT@10': '0.6028', 'NDCG@10': '0.3690', 'MRR': '0.3151'}
{'Epoch': 0, 'HIT@1': '0.1569', 'NDCG@1': '0.1569', 'HIT@5': '0.4477', 'NDCG@5': '0.3056', 'HIT@10': '0.6083', 'NDCG@10': '0.3577', 'MRR': '0.2981'}
Finetune_sample-LastFM-150
{'Epoch': 0, 'HIT@1': '0.1569', 'NDCG@1': '0.1569', 'HIT@5': '0.4477', 'NDCG@5': '0.3056', 'HIT@10': '0.6083', 'NDCG@10': '0.3577', 'MRR': '0.2981'}