[auto] Update DeePM model weights and signals

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models/deepm_optionB_best.pt

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models/meta_optionA.json

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models/meta_optionA_window.json

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-  "winning_train_start": "2020-01-01",
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+  "winning_train_start": "2022-01-01",
   "winning_train_end": "2024-12-31",
   "winning_loss": "sharpe",
-  "oos_ann_return": 0.4655,
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+  "oos_ann_return": 0.4596,
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@@ -17,9 +17,9 @@
       "oos_start": "2025-01-01",
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@@ -29,9 +29,9 @@
       "oos_start": "2025-01-01",
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@@ -41,9 +41,9 @@
       "oos_start": "2025-01-01",
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@@ -53,9 +53,9 @@
       "oos_start": "2025-01-01",
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       "n_train": 3774,
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-      "oos_sharpe": 2.6991,
+      "n_oos": 327,
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       "model_path": "models/deepm_optionA_w2_sharpe.pt"
     },
     {
@@ -65,9 +65,9 @@
       "oos_start": "2025-01-01",
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       "n_train": 3270,
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+      "n_oos": 327,
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@@ -77,9 +77,9 @@
       "oos_start": "2025-01-01",
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     {
@@ -89,9 +89,9 @@
       "oos_start": "2025-01-01",
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@@ -101,9 +101,9 @@
       "oos_start": "2025-01-01",
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@@ -113,9 +113,9 @@
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@@ -137,9 +137,9 @@
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@@ -149,9 +149,9 @@
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@@ -161,9 +161,9 @@
       "oos_start": "2025-01-01",
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@@ -173,9 +173,9 @@
       "oos_start": "2025-01-01",
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@@ -185,9 +185,9 @@
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@@ -197,9 +197,9 @@
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     }
   ],

models/meta_optionB.json

@@ -1,7 +1,7 @@
 {
   "option": "B",
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-  "elapsed_sec": 270.4,
+  "trained_at": "2026-04-24T00:26:44.819773",
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   "n_params": 130916,
   "n_assets": 18,
   "tickers": [
@@ -29,101 +29,105 @@
   "n_macro_feats": 19,
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   "splits": {
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     "train_start": "2008-04-01",
-    "train_end": "2020-11-12",
-    "val_end": "2023-08-01",
-    "test_end": "2026-04-22"
+    "train_end": "2020-11-13",
+    "val_end": "2023-08-02",
+    "test_end": "2026-04-23"
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   "history": {
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   "config": {
@@ -137,5 +141,6 @@
     "max_epochs": 150,
     "patience": 15,
     "evar_beta": 0.95
-  }
+  },
+  "winning_loss": "sharpe"
 }

models/meta_optionB_window.json

@@ -1,14 +1,14 @@
 {
   "option": "B",
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@@ -17,9 +17,9 @@
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@@ -29,9 +29,9 @@
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@@ -41,9 +41,9 @@
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       "model_path": "models/deepm_optionB_w2_evar.pt"
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     {
@@ -53,9 +53,9 @@
       "oos_start": "2025-01-01",
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       "model_path": "models/deepm_optionB_w2_sharpe.pt"
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     {
@@ -65,9 +65,9 @@
       "oos_start": "2025-01-01",
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       "model_path": "models/deepm_optionB_w3_evar.pt"
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     {
@@ -77,9 +77,9 @@
       "oos_start": "2025-01-01",
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     {
@@ -89,9 +89,9 @@
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       "model_path": "models/deepm_optionB_w4_evar.pt"
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     {
@@ -101,9 +101,9 @@
       "oos_start": "2025-01-01",
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     {
@@ -113,9 +113,9 @@
       "oos_start": "2025-01-01",
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       "model_path": "models/deepm_optionB_w5_evar.pt"
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     {
@@ -125,9 +125,9 @@
       "oos_start": "2025-01-01",
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     {
@@ -137,9 +137,9 @@
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     {
@@ -149,9 +149,9 @@
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@@ -161,9 +161,9 @@
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     {
@@ -173,9 +173,9 @@
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     {
@@ -185,9 +185,9 @@
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     {
@@ -197,9 +197,9 @@
       "oos_start": "2025-01-01",
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