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conf.py
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conf.py
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keyseg_para = {
"chengdu_large": {
"seg_num": 107655,
"time_delta": 3600,
"d_seg": 64,
"d_s": 2 * (64 + 0) + 64 + 3,
"d_m7": 2048,
"d_m8": 256,
"dropout": 0.2,
"epochs": 1000,
"batch_size": 8192,
"lr_base": 1e-3,
"lr_step": 2,
"lr_decay": 0.8,
"clip":1.0,
"use_node2vec": True,
"use_traffic4key": True,
"use_offset": True,
"mask_size": 100,
"utc": 8,
"pretrained_input_emb_path": "segs_embedding_64.npy",
"segs_geo": "segs_geo.npy",
"traffic_popularity": "traffic_popularity.npy",
"dam": "csm_all.txt",
},
"porto_large": {
"seg_num": 185074,
"time_delta": 3600,
"d_seg": 64,
"d_s": 2 * (64 + 0) + 64 + 3,
"d_m7": 2048,
"d_m8": 256,
"dropout": 0.2,
"epochs": 1000,
"batch_size": 8192,
"lr_base": 1e-3,
"lr_step": 2,
"lr_decay": 0.8,
"clip": 1.0,
"use_node2vec": True,
"use_traffic4key": True,
"use_offset": True,
"mask_size": 100,
"utc": 1,
"pretrained_input_emb_path": "segs_embedding_64.npy",
"segs_geo": "segs_geo.npy",
"traffic_popularity": "traffic_popularity.npy",
"dam": "csm_all.txt",
},
"beijing_large": {
"seg_num": 311769,
"time_delta": 3600,
"d_seg": 64,
"d_s": 2 * (64 + 0) + 64 + 3,
"d_m7": 2048,
"d_m8": 256,
"dropout": 0.2,
"epochs": 1000,
"batch_size": 8192,
"lr_base": 1e-3,
"lr_step": 2,
"lr_decay": 0.8,
"clip": 1.0,
"use_node2vec": True,
"use_traffic4key": True,
"use_offset": True,
"mask_size": 100,
"utc": 0,
"pretrained_input_emb_path": "segs_embedding_64.npy",
"segs_geo": "segs_geo.npy",
"traffic_popularity": "traffic_popularity.npy",
"dam": "csm_all.txt",
},
"xian_large": {
"seg_num": 59927,
"time_delta": 3600,
"d_seg": 64,
"d_s": 2 * (64 + 0) + 64 + 3,
"d_m7": 2048,
"d_m8": 256,
"dropout": 0.2,
"epochs": 1000,
"batch_size": 8192,
"lr_base": 1e-3,
"lr_step": 2,
"lr_decay": 0.8,
"clip": 1.0,
"use_node2vec": True,
"use_traffic4key": True,
"use_offset": True,
"mask_size": 100,
"utc": 8,
"pretrained_input_emb_path": "segs_embedding_64.npy",
"segs_geo": "segs_geo.npy",
"traffic_popularity": "traffic_popularity.npy",
"dam": "csm_all.txt",
},
"sanfran_large": {
"seg_num": 26659,
"time_delta": 3600,
"d_seg": 64,
"d_s": 2 * (64 + 0) + 64 + 3,
"d_m7": 2048,
"d_m8": 256,
"dropout": 0.2,
"epochs": 1000,
"batch_size": 8192,
"lr_base": 1e-3,
"lr_step": 2,
"lr_decay": 0.8,
"clip": 1.0,
"use_node2vec": True,
"use_traffic4key": True,
"use_offset": True,
"mask_size": 100,
"utc": -7,
"pretrained_input_emb_path": "segs_embedding_64.npy",
"segs_geo": "segs_geo.npy",
"traffic_popularity": "traffic_popularity.npy",
"dam": "csm_all.txt",
},
}