[Run 1] exp-9dff9 (epochs: 1, look_back: 30, lstm_layer: 32)

creator/dvc.lock

@@ -4,33 +4,33 @@ stages:
     cmd: python src/train.py
     deps:
     - path: src/train.py
-      md5: 60527e9cea4b548ad8452a19fb3f2e0b
-      size: 3949
+      md5: ac536244837fccb0154e6aa37afa359a
+      size: 3726
     params:
       params.yaml:
         train.batch_size: 128
         train.custom_loss: true
         train.data: all
         train.epochs: 1
-        train.look_back: 10
+        train.look_back: 30
         train.lstm_layer: 32
         train.mdn_layer: 3
     outs:
     - path: ../data/metrics/deep-dance-loss.json
-      md5: 08ae3d5b423e7652abc364616249176e
+      md5: f649ece7f2f0d6c3aed051d756bb62c9
       size: 126
     - path: ../data/metrics/deep-dance-scores.json
-      md5: c7c00fd067098d40ab5684707f8f814d
+      md5: cbcc45e988f43a3e7d0eb38016ff392d
       size: 78
     - path: ../data/models
-      md5: c9284db1956eb294d7ab151f85178a3f.dir
+      md5: 13fca6a9b369aff1b6dfb6bf5ccff203.dir
       size: 535704
       nfiles: 1
   generate:
     cmd: python src/generate.py
     deps:
     - path: ../data/models
-      md5: c9284db1956eb294d7ab151f85178a3f.dir
+      md5: 13fca6a9b369aff1b6dfb6bf5ccff203.dir
       size: 535704
       nfiles: 1
     - path: src/generate.py
@@ -39,12 +39,12 @@ stages:
     params:
       params.yaml:
         generate.custom_loss: true
-        generate.look_back: 10
+        generate.look_back: 30
         generate.random_state: 42
         generate.seed: 1500
         generate.steps_limit: 1500
     outs:
     - path: ../data/generated
-      md5: 9485b74bb5b1bf875ad7568d9053c1d9.dir
-      size: 1627062
+      md5: 8f24383a7db3fbb7f29cdfc3fd932a2e.dir
+      size: 1636783
       nfiles: 1

creator/params.yaml

@@ -7,14 +7,14 @@ train:
   data: all
   epochs: 1
   batch_size: 128
-  look_back: 10
+  look_back: 30
   lstm_layer: 32
   mdn_layer: 3
   custom_loss: True
   random_state: 42
 
 generate:
-  look_back: 10
+  look_back: 30
   random_state: 42
   seed: 1500
   steps_limit: 1500

creator/run_experiments.sh

@@ -1,5 +1,6 @@
 #!/bin/bash
 
+
 # --------------------------
 # Smoke test(s)
 # --------------------------

data/metrics/deep-dance-loss.json

@@ -1,8 +1,8 @@
 {
     "perf": [
         {
-            "loss": -71.62872314453125,
-            "val_loss": -85.77340698242188
+            "loss": -72.81226348876953,
+            "val_loss": -65.03361511230469
         }
     ]
 }

data/metrics/deep-dance-scores.json

@@ -1,4 +1,4 @@
 {
-    "end_loss": -71.62872314453125,
-    "end_val_loss": -85.77340698242188
+    "end_loss": -72.81226348876953,
+    "end_val_loss": -65.03361511230469
 }