{ "sample_size": { "total": 493306303, "train": 394647318, "valid": 50079027, "test": 48579958 }, "oov_filter": { "min_feat_count": 2, "applied_to": [ "video_category", "watching_times", "gender", "age" ], "rule": "特征值出现次数 < min_feat_count 的统一映射为 0 (unknown/padding)" }, "blocked_layout": { "n_user_parts": 32, "train_blocks": 32, "valid_blocks": 8, "test_blocks": 8, "train": { "data_dir": "train/data", "user_info_dir": "train/user_info", "item_info_dir": "train/item_info" }, "valid": { "data_dir": "valid/data", "user_info_dir": "valid/user_info", "item_info_dir": "valid/item_info" }, "test": { "data_dir": "test/data", "user_info_dir": "test/user_info", "item_info_dir": "test/item_info" }, "block_pair_rule": "同一 split 下, data/user_info/item_info 使用相同的 part-xxxxx 编号配对读取。", "local_index_rule": { "user_index": "block-local dense index, starts from 0", "item_index": "block-local dense index, 0 reserved for padding", "user_id": "global feature id, consistent across blocks", "item_id": "global feature id, consistent across blocks" } }, "vocab_size": { "user_index": 4996176, "item_index": 3753437, "user_id": 4996177, "item_id": 3753437, "video_category": 5, "watching_times": 419, "gender": 5, "age": 10, "action": 17 }, "label": [ "click", "follow", "like", "share" ], "action_vocab": { "click": 1, "exposure": 2, "click|like": 3, "follow|like": 4, "like": 5, "click|follow|like": 6, "click|follow": 7, "like|share": 8, "click|share": 9, "share": 10, "follow|share": 11, "click|like|share": 12, "follow": 13, "click|follow|like|share": 14, "click|follow|share": 15, "follow|like|share": 16 }, "action_vocab_desc": "编码后的 action 词表,用于 dataloader 基于 full_action_seq 构造 task-specific token masks。", "user_info_schema": { "fields": [ "user_index", "full_item_seq", "full_action_seq" ], "desc": "这里的 user_index / full_item_seq 中的 item index 都是 block-local index;full_action_seq 为全局时间顺序序列。" }, "item_info_schema": { "fields": [ "item_index", "item_id", "video_category" ], "desc": "item_index 为 block-local index;item_id 为全局 item feature id,用于 embedding 一致性。" }, "max_len": { "full_item_seq": 6013, "full_action_seq": 6013 } }