2025-05-16 15:47:37,613-The parameters are as below:
2025-05-16 15:47:37,613-model_name: fcrllm_sasrec
2025-05-16 15:47:37,613-dataset: beauty
2025-05-16 15:47:37,613-inter_file: inter
2025-05-16 15:47:37,613-demo: False
2025-05-16 15:47:37,613-pretrain_dir: ./saved/beauty/sasrec_seq
2025-05-16 15:47:37,613-output_dir: ./saved/beauty/fcrllm_sasrec/
2025-05-16 15:47:37,613-check_path: 
2025-05-16 15:47:37,613-do_test: False
2025-05-16 15:47:37,613-do_emb: False
2025-05-16 15:47:37,613-do_group: False
2025-05-16 15:47:37,613-keepon: False
2025-05-16 15:47:37,613-keepon_path: ./saved/beauty/fcrllm_sasrec/normal
2025-05-16 15:47:37,613-clip_path: 
2025-05-16 15:47:37,614-ts_user: 9
2025-05-16 15:47:37,614-ts_item: 4
2025-05-16 15:47:37,614-hidden_size: 64
2025-05-16 15:47:37,614-trm_num: 2
2025-05-16 15:47:37,614-num_heads: 1
2025-05-16 15:47:37,614-num_layers: 1
2025-05-16 15:47:37,614-dropout_rate: 0.5
2025-05-16 15:47:37,614-max_len: 200
2025-05-16 15:47:37,614-aug: False
2025-05-16 15:47:37,614-aug_seq: False
2025-05-16 15:47:37,614-aug_seq_len: 0
2025-05-16 15:47:37,614-aug_file: inter
2025-05-16 15:47:37,614-train_neg: 1
2025-05-16 15:47:37,614-test_neg: 100
2025-05-16 15:47:37,614-prompt_num: 2
2025-05-16 15:47:37,614-freeze: True
2025-05-16 15:47:37,614-pg: length
2025-05-16 15:47:37,614-num_hopblock: 1
2025-05-16 15:47:37,614-gamma_fc: 1.0
2025-05-16 15:47:37,614-item_reg: False
2025-05-16 15:47:37,614-beta: 0.1
2025-05-16 15:47:37,614-sim_user_num: 10
2025-05-16 15:47:37,614-beta_hopfield: 0.3
2025-05-16 15:47:37,614-alpha_hopfield: 0.5
2025-05-16 15:47:37,614-gamma_update: 0.7
2025-05-16 15:47:37,614-hyb_alpha: 0.5
2025-05-16 15:47:37,614-train_batch_size: 128
2025-05-16 15:47:37,614-lr: 0.001
2025-05-16 15:47:37,614-l2: 0
2025-05-16 15:47:37,614-num_train_epochs: 200.0
2025-05-16 15:47:37,614-lr_dc_step: 1000
2025-05-16 15:47:37,614-lr_dc: 0
2025-05-16 15:47:37,614-patience: 10
2025-05-16 15:47:37,614-watch_metric: NDCG@10
2025-05-16 15:47:37,614-seed: 42
2025-05-16 15:47:37,614-no_cuda: False
2025-05-16 15:47:37,614-gpu_id: 0
2025-05-16 15:47:37,614-num_workers: 8
2025-05-16 15:47:37,614-log: True
2025-05-16 15:47:38,953-Loading dataset ... 
2025-05-16 15:47:39,561-Dataset is loaded: consume 0.607 s
2025-05-16 15:47:39,561-Loading Model: fcrllm_sasrec
2025-05-16 15:47:44,187-# of model parameters: 193562752
2025-05-16 15:47:45,445-
----------------------------------------------------------------
2025-05-16 15:47:45,446-********** Running training **********
2025-05-16 15:47:45,446-  Batch size = 128
2025-05-16 15:50:25,867-
----------------------------------
2025-05-16 15:50:25,867-********** Epoch: 0 eval **********
2025-05-16 15:50:32,152-
2025-05-16 15:50:32,668-Overall Performance:
2025-05-16 15:50:32,668-	 NDCG@10: 0.37462
2025-05-16 15:50:32,669-	 HR@10: 0.56865
2025-05-16 15:52:52,075-
----------------------------------
2025-05-16 15:52:52,075-********** Epoch: 1 eval **********
2025-05-16 15:52:58,255-
2025-05-16 15:52:58,783-Overall Performance:
2025-05-16 15:52:58,783-	 NDCG@10: 0.39911
2025-05-16 15:52:58,784-	 HR@10: 0.59472
2025-05-16 15:55:18,903-
----------------------------------
2025-05-16 15:55:18,903-********** Epoch: 2 eval **********
2025-05-16 15:55:25,046-
2025-05-16 15:55:25,580-Overall Performance:
2025-05-16 15:55:25,580-	 NDCG@10: 0.41579
2025-05-16 15:55:25,580-	 HR@10: 0.61150
2025-05-16 15:57:45,982-
----------------------------------
2025-05-16 15:57:45,982-********** Epoch: 3 eval **********
2025-05-16 15:57:52,077-
2025-05-16 15:57:52,612-Overall Performance:
2025-05-16 15:57:52,613-	 NDCG@10: 0.42481
2025-05-16 15:57:52,613-	 HR@10: 0.61896
2025-05-16 16:00:12,189-
----------------------------------
2025-05-16 16:00:12,189-********** Epoch: 4 eval **********
2025-05-16 16:00:18,448-
2025-05-16 16:00:18,985-Overall Performance:
2025-05-16 16:00:18,985-	 NDCG@10: 0.42871
2025-05-16 16:00:18,986-	 HR@10: 0.61811
2025-05-16 16:02:38,934-
----------------------------------
2025-05-16 16:02:38,935-********** Epoch: 5 eval **********
2025-05-16 16:02:45,244-
2025-05-16 16:02:45,782-Overall Performance:
2025-05-16 16:02:45,782-	 NDCG@10: 0.43505
2025-05-16 16:02:45,783-	 HR@10: 0.62256
2025-05-16 16:05:05,916-
----------------------------------
2025-05-16 16:05:05,916-********** Epoch: 6 eval **********
2025-05-16 16:05:12,328-
2025-05-16 16:05:12,863-Overall Performance:
2025-05-16 16:05:12,863-	 NDCG@10: 0.42986
2025-05-16 16:05:12,864-	 HR@10: 0.61082
2025-05-16 16:07:31,987-
----------------------------------
2025-05-16 16:07:31,988-********** Epoch: 7 eval **********
2025-05-16 16:07:38,078-
2025-05-16 16:07:38,612-Overall Performance:
2025-05-16 16:07:38,613-	 NDCG@10: 0.42928
2025-05-16 16:07:38,613-	 HR@10: 0.60984
2025-05-16 16:09:57,908-
----------------------------------
2025-05-16 16:09:57,909-********** Epoch: 8 eval **********
2025-05-16 16:10:04,115-
2025-05-16 16:10:04,644-Overall Performance:
2025-05-16 16:10:04,645-	 NDCG@10: 0.42472
2025-05-16 16:10:04,645-	 HR@10: 0.60392
