Views
No views yet
1ENTITY_ID_FIELD: entity_id
2HEAD_ENTITY_ID_FIELD: head_id
3ITEM_ID_FIELD: item_id
4ITEM_LIST_LENGTH_FIELD: item_length
5LABEL_FIELD: label
6LIST_SUFFIX: _list
7MAX_ITEM_LIST_LENGTH: 50
8MODEL_INPUT_TYPE: InputType.POINTWISE
9MODEL_TYPE: ModelType.SEQUENTIAL
10NEG_PREFIX: neg_
11POSITION_FIELD: position_id
12RATING_FIELD: rating
13RELATION_ID_FIELD: relation_id
14TAIL_ENTITY_ID_FIELD: tail_id
15TIME_FIELD: timestamp
16USER_ID_FIELD: user_id
17additional_feat_suffix: null
18alias_of_entity_id: null
19alias_of_item_id: null
20alias_of_relation_id: null
21alias_of_user_id: null
22attn_dropout_prob: 0.5
23benchmark_filename: null
24checkpoint_dir: saved
25clip_grad_norm: null
26dataloaders_save_path: null
27dataset: ml-100k
28dataset_save_path: saved/ml-100k.pth
29discretization: null
30enable_amp: false
31enable_scaler: false
32entity_kg_num_interval: null
33epochs: 500
34eval_args:
35 group_by: user
36 mode:
37 test: full
38 valid: full
39 order: TO
40 split:
41 LS: valid_and_test
42eval_batch_size: 256
43eval_step: 1
44eval_type: EvaluatorType.RANKING
45field_separator: "\t"
46filter_inter_by_user_or_item: true
47gpu_id: '0'
48hidden_act: gelu
49hidden_dropout_prob: 0.5
50hidden_size: 16
51initializer_range: 0.02
52inner_size: 256
53item_inter_num_interval: '[10,inf)'
54kg_reverse_r: false
55layer_norm_eps: 1.0e-12
56learner: adamw
57learning_rate: 0.001
58load_col:
59 inter:
60 - user_id
61 - item_id
62 - rating
63 - timestamp
64local_rank: 0
65log_wandb: false
66loss_decimal_place: 4
67loss_type: CE
68metric_decimal_place: 4
69metrics:
70- NDCG
71- Hit
72- AveragePopularity
73model: SASRec
74n_heads: 2
75n_layers: 2
76normalize_all: true
77normalize_field: null
78numerical_features: []
79preload_weight: null
80relation_kg_num_interval: null
81repeatable: true
82reproducibility: true
83require_pow: false
84rm_dup_inter: null
85save_dataloaders: false
86save_dataset: true
87seed: 2020
88seq_len: null
89seq_separator: ' '
90show_progress: false
91shuffle: true
92single_spec: true
93state: INFO
94stopping_step: 10
95test_neg_sample_args:
96 distribution: uniform
97 sample_num: none
98threshold: null
99topk:
100- 10
101train_batch_size: 256
102train_neg_sample_args:
103 alpha: none
104 candidate_num: 0
105 distribution: none
106 dynamic: false
107 sample_num: none
108transform: null
109unload_col: null
110unused_col:
111 inter:
112 - rating
113use_gpu: true
114user_inter_num_interval: '[10,inf)'
115val_interval:
116 rating: '[3,inf)'
117valid_metric: NDCG@10
118valid_metric_bigger: true
119valid_neg_sample_args:
120 distribution: uniform
121 sample_num: none
122wandb_project: recbole
123weight_decay: 0.01
124worker: 0
125