修复bug，np.Inf

README.md

@@ -21,10 +21,16 @@ python prepare_pems_bay.py
 
 根据BasicTS仓库配置BasicTS环境，亦或是使用
 
-`pip install -r requirement.txt`
+`pip install -r requirements.txt`
 
 我是直接使用现有的BasicTS环境，因此没有做过测试
 
+创建log文件夹到项目仓库
+
+```bash
+mkdir log
+```
+
 开跑
 ```python
 python run.py --root_path datasets --data_path PEMS-BAY --device cuda:0 --seq_len 12 --pred_len 12

models/repst.py

@@ -7,8 +7,8 @@ from transformers.models.gpt2.modeling_gpt2 import GPT2Model
 from transformers import GPT2Model, GPT2Config
 
 from einops import rearrange
-from .reprogramming import *
+from models.reprogramming import *
-from .normalizer import *
+from models.normalizer import *
 
 class repst(nn.Module):
 

requirements.txt

@@ -1,11 +1,11 @@
-torch==2.0.1
+torch
-accelerate==0.26.1
+accelerate
-einops==0.6.0
+einops
-matplotlib==3.8.2
+matplotlib
-numpy==1.24.4
+numpy
-pandas==2.1.4
+pandas
-scikit-learn==1.3.2
+scikit-learn
-scipy==1.11.4
+scipy
-tqdm==4.66.1
+tqdm
-transformers==4.36.2
+transformers
 

utils/former_tools.py

@@ -47,7 +47,7 @@ class EarlyStopping:
         self.counter = 0
         self.best_score = None
         self.early_stop = False
-        self.val_loss_min = np.Inf
+        self.val_loss_min = np.inf
         self.delta = delta
 
     def __call__(self, val_loss, model, path):

utils/tools.py

@@ -47,7 +47,7 @@ class EarlyStopping:
         self.counter = 0
         self.best_score = None
         self.early_stop = False
-        self.val_loss_min = np.Inf
+        self.val_loss_min = np.inf
         self.delta = delta
 
     def __call__(self, val_loss, model, path):