Update synthetic

exps/LFNA/basic-his.py

@@ -1,7 +1,7 @@
 #####################################################
 # Copyright (c) Xuanyi Dong [GitHub D-X-Y], 2021.04 #
 #####################################################
-# python exps/LFNA/basic-his.py --srange 1-999
+# python exps/LFNA/basic-his.py --srange 1-999 --env_version v1
 #####################################################
 import sys, time, copy, torch, random, argparse
 from tqdm import tqdm
@@ -36,12 +36,14 @@ def main(args):
     prepare_seed(args.rand_seed)
     logger = prepare_logger(args)
 
-    cache_path = (logger.path(None) / ".." / "env-info.pth").resolve()
+    cache_path = (
+        logger.path(None) / ".." / "env-{:}-info.pth".format(args.env_version)
+    ).resolve()
     if cache_path.exists():
         env_info = torch.load(cache_path)
     else:
         env_info = dict()
-        dynamic_env = get_synthetic_env()
+        dynamic_env = get_synthetic_env(version=args.env_version)
         env_info["total"] = len(dynamic_env)
         for idx, (timestamp, (_allx, _ally)) in enumerate(tqdm(dynamic_env)):
             env_info["{:}-timestamp".format(idx)] = timestamp
@@ -169,6 +171,12 @@ if __name__ == "__main__":
         default="./outputs/lfna-synthetic/use-all-past-data",
         help="The checkpoint directory.",
     )
+    parser.add_argument(
+        "--env_version",
+        type=str,
+        required=True,
+        help="The synthetic enviornment version.",
+    )
     parser.add_argument(
         "--init_lr",
         type=float,
@@ -202,4 +210,5 @@ if __name__ == "__main__":
     if args.rand_seed is None or args.rand_seed < 0:
         args.rand_seed = random.randint(1, 100000)
     assert args.save_dir is not None, "The save dir argument can not be None"
+    args.save_dir = "{:}-{:}".format(args.save_dir, args.env_version)
     main(args)