update

example/results/config_used.json

@@ -1,15 +1,15 @@
 {
-  "data_path": "/root/autodl-tmp/mask-ddpm/dataset/hai/hai-21.03/train1.csv.gz",
-  "data_glob": "/root/autodl-tmp/mask-ddpm/mask-ddpm/example/../../dataset/hai/hai-21.03/train*.csv.gz",
-  "split_path": "/root/autodl-tmp/mask-ddpm/mask-ddpm/example/feature_split.json",
-  "stats_path": "/root/autodl-tmp/mask-ddpm/mask-ddpm/example/results/cont_stats.json",
-  "vocab_path": "/root/autodl-tmp/mask-ddpm/mask-ddpm/example/results/disc_vocab.json",
-  "out_dir": "/root/autodl-tmp/mask-ddpm/mask-ddpm/example/results",
+  "data_path": "F:\\Development\\modbus_diffusion\\mask-ddpm\\dataset\\hai\\hai-21.03\\train1.csv.gz",
+  "data_glob": "F:\\Development\\modbus_diffusion\\mask-ddpm\\mask-ddpm\\example\\..\\..\\dataset\\hai\\hai-21.03\\train*.csv.gz",
+  "split_path": "F:\\Development\\modbus_diffusion\\mask-ddpm\\mask-ddpm\\example\\feature_split.json",
+  "stats_path": "F:\\Development\\modbus_diffusion\\mask-ddpm\\mask-ddpm\\example\\results\\cont_stats.json",
+  "vocab_path": "F:\\Development\\modbus_diffusion\\mask-ddpm\\mask-ddpm\\example\\results\\disc_vocab.json",
+  "out_dir": "F:\\Development\\modbus_diffusion\\mask-ddpm\\mask-ddpm\\example\\results",
   "device": "cuda",
   "timesteps": 600,
   "batch_size": 12,
   "seq_len": 96,
-  "epochs": 10,
+  "epochs": 0,
   "max_batches": 4000,
   "lambda": 0.7,
   "lr": 0.0005,
@@ -51,6 +51,8 @@
   "temporal_transformer_dropout": 0.1,
   "temporal_epochs": 3,
   "temporal_lr": 0.001,
+  "temporal_focus_type4": false,
+  "temporal_exclude_type4": false,
   "quantile_loss_weight": 0.2,
   "quantile_points": [
     0.05,
@@ -90,7 +92,11 @@
     "P1_PCV02Z",
     "P1_PCV01Z",
     "P1_PCV01D",
-    "P1_FCV02Z"
+    "P1_FCV02Z",
+    "P1_FCV03D",
+    "P1_FCV03Z",
+    "P1_LCV01D",
+    "P1_LCV01Z"
   ],
   "type4_features": [
     "P1_PIT02",
@@ -98,7 +104,8 @@
     "P1_FT03"
   ],
   "type5_features": [
-    "P1_FT03Z"
+    "P1_FT03Z",
+    "P1_FT02Z"
   ],
   "type6_features": [
     "P4_HT_PO",