application: graph resource: gpus: [0] cpu_per_gpu: 8 dim: 128 format: delimiters: " \t\r\n" comment: "#" graph: file_name: as_undirected: true build: optimizer: type: SGD lr: 0.025 weight_decay: 0.005 num_partition: auto num_negative: 1 batch_size: 100000 episode_size: 500 train: model: LINE num_epoch: 2000 negative_weight: 5 augmentation_step: 2 random_walk_length: 40 random_walk_batch_size: 100 log_frequency: 1000 evaluate: - task: link prediction file_name: filter_file: - task: node classification file_name: portions: [0.2] times: 1 save: file_name: line_blogcatalog.pkl