| ENTITY_ID_FIELD: entity_id | |
| HEAD_ENTITY_ID_FIELD: head_id | |
| ITEM_ID_FIELD: item_id | |
| ITEM_LIST_LENGTH_FIELD: item_length | |
| LABEL_FIELD: label | |
| LIST_SUFFIX: _list | |
| MAX_ITEM_LIST_LENGTH: 50 | |
| MODEL_INPUT_TYPE: InputType.POINTWISE | |
| MODEL_TYPE: ModelType.SEQUENTIAL | |
| NEG_PREFIX: neg_ | |
| POSITION_FIELD: position_id | |
| RATING_FIELD: rating | |
| RELATION_ID_FIELD: relation_id | |
| TAIL_ENTITY_ID_FIELD: tail_id | |
| TIME_FIELD: timestamp | |
| USER_ID_FIELD: user_id | |
| additional_feat_suffix: null | |
| alias_of_entity_id: null | |
| alias_of_item_id: null | |
| alias_of_relation_id: null | |
| alias_of_user_id: null | |
| attn_dropout_prob: 0.5 | |
| benchmark_filename: null | |
| checkpoint_dir: saved | |
| clip_grad_norm: null | |
| dataloaders_save_path: null | |
| dataset: amazon-books | |
| dataset_save_path: null | |
| discretization: null | |
| embedding_size: 64 | |
| enable_amp: false | |
| enable_scaler: false | |
| entity_kg_num_interval: '[0,inf)' | |
| epochs: 500 | |
| eval_args: | |
| group_by: user | |
| mode: | |
| test: full | |
| valid: full | |
| order: TO | |
| split: | |
| LS: valid_and_test | |
| eval_batch_size: 4096 | |
| eval_step: 1 | |
| eval_type: EvaluatorType.RANKING | |
| field_separator: "\t" | |
| filter_inter_by_user_or_item: true | |
| gpu_id: '0' | |
| hidden_act: gelu | |
| hidden_dropout_prob: 0.5 | |
| hidden_size: 64 | |
| initializer_range: 0.02 | |
| inner_size: 256 | |
| item_inter_num_interval: '[5,inf)' | |
| kg_reverse_r: false | |
| layer_norm_eps: 1.0e-12 | |
| learner: adam | |
| learning_rate: 0.0003 | |
| load_col: | |
| inter: | |
| - user_id | |
| - item_id | |
| - rating | |
| - timestamp | |
| local_rank: 0 | |
| log_wandb: false | |
| loss_decimal_place: 4 | |
| loss_type: CE | |
| metric_decimal_place: 4 | |
| metrics: | |
| - Recall | |
| - MRR | |
| - NDCG | |
| - Hit | |
| - Precision | |
| model: SASRec | |
| n_heads: 2 | |
| n_layers: 2 | |
| normalize_all: null | |
| normalize_field: null | |
| numerical_features: [] | |
| preload_weight: null | |
| relation_kg_num_interval: '[0,inf)' | |
| repeatable: true | |
| reproducibility: true | |
| require_pow: false | |
| rm_dup_inter: null | |
| save_dataloaders: true | |
| save_dataset: true | |
| seed: 2020 | |
| seq_len: null | |
| seq_separator: ' ' | |
| show_progress: true | |
| shuffle: true | |
| single_spec: true | |
| state: INFO | |
| stopping_step: 10 | |
| test_neg_sample_args: | |
| distribution: uniform | |
| sample_num: none | |
| threshold: null | |
| topk: | |
| - 10 | |
| train_batch_size: 4096 | |
| train_neg_sample_args: | |
| alpha: none | |
| candidate_num: 0 | |
| distribution: none | |
| dynamic: false | |
| sample_num: none | |
| transform: null | |
| unload_col: null | |
| unused_col: | |
| inter: | |
| - rating | |
| use_gpu: true | |
| user_inter_num_interval: '[5,inf)' | |
| val_interval: | |
| rating: '[3,inf)' | |
| valid_metric: NDCG@10 | |
| valid_metric_bigger: true | |
| valid_neg_sample_args: | |
| distribution: uniform | |
| sample_num: none | |
| wandb_project: recbole | |
| weight_decay: 0.0 | |
| worker: 0 | |