dvc: commit experiment d99cd4f914bc9bad98334c7e574b194e046ae1cdee5a9f1656c956b6517eb38f

Author: erak

creator/dvc.lock

@@ -9,42 +9,42 @@ stages:
     params:
       params.yaml:
         train.batch_size: 128
-        train.custom_loss: false
+        train.custom_loss: true
         train.data: all
-        train.epochs: 1
+        train.epochs: 10
         train.look_back: 10
         train.lstm_layer: 32
         train.mdn_layer: 3
     outs:
     - path: ../data/metrics/deep-dance-loss.json
-      md5: 08ae3d5b423e7652abc364616249176e
-      size: 126
+      md5: 8ba7c35eb2199c160b9d7554fc07754e
+      size: 1071
     - path: ../data/metrics/deep-dance-scores.json
-      md5: c7c00fd067098d40ab5684707f8f814d
-      size: 78
+      md5: 816b2cbdcb45de8ff2b4b59f3835c329
+      size: 76
     - path: ../data/models
-      md5: c9284db1956eb294d7ab151f85178a3f.dir
+      md5: 0dcb74d8eefc7e7d6522ea6c10d70361.dir
       size: 535704
       nfiles: 1
   generate:
     cmd: python src/generate.py
     deps:
     - path: ../data/models
-      md5: c9284db1956eb294d7ab151f85178a3f.dir
+      md5: 0dcb74d8eefc7e7d6522ea6c10d70361.dir
       size: 535704
       nfiles: 1
     - path: src/generate.py
       md5: b0128c019efb4bd1a0ff17ee4c554ac2
       size: 2293
     params:
       params.yaml:
-        generate.custom_loss: false
+        generate.custom_loss: true
         generate.look_back: 10
         generate.random_state: 42
         generate.seed: 1500
         generate.steps_limit: 1500
     outs:
     - path: ../data/generated
-      md5: 9485b74bb5b1bf875ad7568d9053c1d9.dir
-      size: 1627062
+      md5: 8f53ccb6292efaceb4464367a8a31d9e.dir
+      size: 1641056
       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
   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": -69.61924743652344,
+            "val_loss": -78.24063873291016
+        },
+        {
+            "loss": -97.36778259277344,
+            "val_loss": -102.76139068603516
+        },
+        {
+            "loss": -108.01599884033203,
+            "val_loss": -109.27447509765625
+        },
+        {
+            "loss": -114.24746704101562,
+            "val_loss": -118.9502944946289
+        },
+        {
+            "loss": -119.63897705078125,
+            "val_loss": -122.39630889892578
+        },
+        {
+            "loss": -123.82209014892578,
+            "val_loss": -119.8091812133789
+        },
+        {
+            "loss": -127.65608978271484,
+            "val_loss": -125.2847671508789
+        },
+        {
+            "loss": -131.11563110351562,
+            "val_loss": -131.51333618164062
+        },
+        {
+            "loss": -133.41592407226562,
+            "val_loss": -140.3690948486328
+        },
+        {
+            "loss": -135.45751953125,
+            "val_loss": -127.6321792602539
         }
     ]
 }

data/metrics/deep-dance-scores.json

@@ -1,4 +1,4 @@
 {
-    "end_loss": -71.62872314453125,
-    "end_val_loss": -85.77340698242188
+    "end_loss": -135.45751953125,
+    "end_val_loss": -127.6321792602539
 }