[Run 1] exp-c8810 (epochs: 10, look_back: 10, lstm_layer: 128)

creator/dvc.lock

@@ -11,27 +11,27 @@ stages:
         train.batch_size: 128
         train.custom_loss: true
         train.data: all
-        train.epochs: 1
+        train.epochs: 10
         train.look_back: 10
-        train.lstm_layer: 32
+        train.lstm_layer: 128
         train.mdn_layer: 3
     outs:
     - path: ../data/metrics/deep-dance-loss.json
-      md5: 08ae3d5b423e7652abc364616249176e
-      size: 126
+      md5: 2d6e33c6537576aac702f0d149f33c9d
+      size: 1061
     - path: ../data/metrics/deep-dance-scores.json
-      md5: c7c00fd067098d40ab5684707f8f814d
-      size: 78
+      md5: 60fceee9e39edb89aa89454596d18309
+      size: 77
     - path: ../data/models
-      md5: c9284db1956eb294d7ab151f85178a3f.dir
-      size: 535704
+      md5: 0824db17b558f3787055b35d8c37213a.dir
+      size: 5013512
       nfiles: 1
   generate:
     cmd: python src/generate.py
     deps:
     - path: ../data/models
-      md5: c9284db1956eb294d7ab151f85178a3f.dir
-      size: 535704
+      md5: 0824db17b558f3787055b35d8c37213a.dir
+      size: 5013512
       nfiles: 1
     - path: src/generate.py
       md5: b0128c019efb4bd1a0ff17ee4c554ac2
@@ -45,6 +45,6 @@ stages:
         generate.steps_limit: 1500
     outs:
     - path: ../data/generated
-      md5: 9485b74bb5b1bf875ad7568d9053c1d9.dir
-      size: 1627062
+      md5: 5e6641bc89cecd27ee30d63ae0d49118.dir
+      size: 1624911
       nfiles: 1

creator/params.yaml

@@ -5,17 +5,17 @@ prepare:
 
 train:
   data: all
-  epochs: 1
+  epochs: 10
   batch_size: 128
   look_back: 10
-  lstm_layer: 32
+  lstm_layer: 128
   mdn_layer: 3
-  custom_loss: True
+  custom_loss: true
   random_state: 42
 
 generate:
   look_back: 10
   random_state: 42
   seed: 1500
   steps_limit: 1500
-  custom_loss: True
+  custom_loss: true

data/metrics/deep-dance-loss.json

@@ -1,8 +1,44 @@
 {
     "perf": [
         {
-            "loss": -71.62872314453125,
-            "val_loss": -85.77340698242188
+            "loss": -92.34455108642578,
+            "val_loss": -128.4306640625
+        },
+        {
+            "loss": -126.59305572509766,
+            "val_loss": -135.04605102539062
+        },
+        {
+            "loss": -141.38525390625,
+            "val_loss": -151.123046875
+        },
+        {
+            "loss": -150.9740753173828,
+            "val_loss": -139.2603302001953
+        },
+        {
+            "loss": -156.62149047851562,
+            "val_loss": -157.14212036132812
+        },
+        {
+            "loss": -159.2858428955078,
+            "val_loss": -157.68624877929688
+        },
+        {
+            "loss": -162.71185302734375,
+            "val_loss": -168.51040649414062
+        },
+        {
+            "loss": -165.9176025390625,
+            "val_loss": -172.56390380859375
+        },
+        {
+            "loss": -167.9096221923828,
+            "val_loss": -159.33770751953125
+        },
+        {
+            "loss": -169.5375213623047,
+            "val_loss": -87.2402572631836
         }
     ]
 }

data/metrics/deep-dance-scores.json

@@ -1,4 +1,4 @@
 {
-    "end_loss": -71.62872314453125,
-    "end_val_loss": -85.77340698242188
+    "end_loss": -169.5375213623047,
+    "end_val_loss": -87.2402572631836
 }