add config

config.json

@@ -1,7 +1,8 @@
 {
   "dataloader": {
     "kwargs": {
-      "batch_size": 2048
+      "batch_size": 2048,
+      "num_workers": 4
     },
     "type": "pytorch_dataloader"
   },
@@ -12,6 +13,7 @@
         "USM5inday",
         "MA60",
         "MA60inday",
+        "QTLD60",
         "QTLD60inday",
         "RM30",
         "RM30inday",
@@ -23,8 +25,6 @@
         "QTLD30inday",
         "MA30",
         "MA30inday",
-        "BETA10",
-        "BETA10inday",
         "MIN10",
         "MIN10inday",
         "ROC30",
@@ -34,8 +34,6 @@
         "BSRL5",
         "BSRL5inday",
         "USV5",
-        "USV5inday",
-        "RM5",
         "RM5inday",
         "MIN20",
         "MIN20inday",
@@ -54,6 +52,7 @@
         "SUMP5",
         "SUMP5inday",
         "SUMD5",
+        "SUMD5inday",
         "SUMN5",
         "SUMN5inday",
         "USM20",
@@ -65,7 +64,6 @@
         "ROC5",
         "ROC5inday",
         "ESR30",
-        "ESR30inday",
         "RSV60",
         "RSV60inday",
         "MA20",
@@ -73,6 +71,7 @@
         "QTLD20",
         "QTLD20inday",
         "RM20",
+        "RM20inday",
         "QTLU60",
         "QTLU60inday",
         "UMDSV30",
@@ -83,14 +82,12 @@
         "RM60inday",
         "MA10",
         "MA10inday",
-        "CNTN5",
         "CNTN5inday",
         "USV30",
         "USV30inday",
         "QTLU30",
         "QTLU30inday",
         "MIN5",
-        "MIN5inday",
         "RM10",
         "RM10inday",
         "ONRM10",
@@ -103,6 +100,7 @@
         "SUMP60inday",
         "SUMD60",
         "SUMN60",
+        "SUMN60inday",
         "RSV30",
         "RSV30inday",
         "KLEN",
@@ -114,6 +112,7 @@
         "UMDSV5",
         "UMDSV5inday",
         "UMDSV60",
+        "UMDSV60inday",
         "ROC60",
         "ROC60inday",
         "RANK60",
@@ -142,8 +141,6 @@
         "IMXD5inday",
         "USM60",
         "USM60inday",
-        "CNTP10",
-        "CNTP10inday",
         "QTLU20",
         "QTLU20inday",
         "IMXD10",
@@ -152,7 +149,6 @@
         "USV60inday",
         "CNTD10",
         "CNTD10inday",
-        "RANK30",
         "RANK30inday",
         "RSV20",
         "RSV20inday",
@@ -164,7 +160,6 @@
         "IMAX5inday",
         "UMDSV20",
         "UMDSV20inday",
-        "BETA5",
         "BETA5inday",
         "CNTP30",
         "CNTP30inday",
@@ -182,6 +177,7 @@
         "UMDSV10inday",
         "CNTP20",
         "CNTP20inday",
+        "CNTD20",
         "CNTD20inday",
         "QTLU10",
         "QTLU10inday",
@@ -197,18 +193,18 @@
         "BETA20inday",
         "BSRL20",
         "BSRL20inday",
-        "UMDSM30",
         "UMDSM30inday",
         "UMDSM10",
         "UMDSM10inday",
+        "MAX60",
         "MAX60inday",
         "IMAX30",
-        "IMAX30inday",
         "CNTD60",
         "CNTD60inday",
         "IMXD60",
         "IMXD60inday",
         "IMAX60",
+        "IMAX60inday",
         "CNTN20",
         "CNTN20inday",
         "BSRL10",
@@ -221,7 +217,6 @@
         "CNTP60inday",
         "CORD30",
         "CORD30inday",
-        "LOW0",
         "LOW0inday",
         "MAX30",
         "MAX30inday",
@@ -237,6 +232,7 @@
         "VSUMD60inday",
         "KLOW",
         "KLOWinday",
+        "UMDSM60",
         "UMDSM60inday",
         "RESI60",
         "RESI60inday",
@@ -260,12 +256,13 @@
         "DSV60inday",
         "VSTD10",
         "VSTD10inday",
-        "KSFT2",
         "KSFT2inday",
         "DSV20",
+        "DSV20inday",
         "RS30",
         "RS30inday",
         "WVMA10",
+        "WVMA10inday",
         "MAX5",
         "MAX5inday",
         "EMDD5",
@@ -273,19 +270,19 @@
         "KMID2",
         "KMID2inday",
         "STD20",
-        "WVMA20",
+        "STD20inday",
         "WVMA20inday",
         "DSV30",
         "DSV30inday",
         "WVMA5",
         "WVMA5inday",
         "EMDD20",
+        "EMDD20inday",
         "CORR5",
         "CORR5inday",
         "WVMA30",
         "WVMA30inday",
         "WVMA60",
-        "WVMA60inday",
         "DSM10",
         "DSM10inday",
         "KUP2",
@@ -296,6 +293,7 @@
         "KMIDinday",
         "KSFT",
         "KSFTinday",
+        "ONRM30",
         "ONRM30inday",
         "STD30",
         "STD30inday",
@@ -313,7 +311,6 @@
         "DSM60inday",
         "RS20",
         "RS20inday",
-        "RSQR20",
         "RSQR20inday",
         "RK20",
         "RK20inday",
@@ -334,7 +331,6 @@
         "RSQR5",
         "RSQR5inday",
         "KLOW2",
-        "KLOW2inday",
         "DB20",
         "DB20inday",
         "DSM30",
@@ -406,7 +402,7 @@
         },
         "type": "FCHead"
       },
-      "input_size": 339,
+      "input_size": 334,
       "pooling_config": {
         "kwargs": {},
         "type": "LastPooling"
@@ -417,8 +413,8 @@
   },
   "model_name": "tst_t1_base_20_1",
   "monitor": "val_loss",
-  "norm_mean": 0.03223681614149798,
-  "norm_std": 2.1309957578431993,
+  "norm_mean": -0.21538143053423808,
+  "norm_std": 2.06620698007014,
   "optimizer": {
     "kwargs": {
       "lr": 5e-05,
@@ -439,9 +435,9 @@
     "type": "MultiStepLR"
   },
   "seq_length": 20,
-  "test_dataset": "dataset/test_000300_t1_2101-2107.csv",
-  "train_dataset": "dataset/train_000906_t1_0801-1901.csv",
+  "test_dataset": "dataset/test_000300_2101-2107.csv",
+  "train_dataset": "dataset/train_000906_0801-1901.csv",
   "transformers_version": "4.10.0.dev0",
   "use_cache": true,
-  "valid_dataset": "dataset/valid_000300_t1_1901-2101.csv"
+  "valid_dataset": "dataset/valid_000300_1901-2101.csv"
 }