diff --git a/.github/workflows/cml.yaml b/.github/workflows/cml.yaml
index f9c293d..abeac0f 100644
--- a/.github/workflows/cml.yaml
+++ b/.github/workflows/cml.yaml
@@ -39,6 +39,19 @@ jobs:
 
           # Add figure to report
           dvc plots diff --target loss.csv --show-vega master > vega.json
+
           vl2png vega.json -s 1.3 > vega.png
           echo '![](./vega.png)' >> report.md
           cml comment create --pr --publish report.md
+
+          git config --local user.email "action@github.com"
+          git config --local user.name "GitHub Action"
+
+          # commit dvc.lock and files
+          git add dvc.lock
+          git add loss.csv metrics.json
+          git commit -m "CML commit"
+
+          git push 
+          dvc push
+
diff --git a/dvc.lock b/dvc.lock
index 92a8a49..095a381 100644
--- a/dvc.lock
+++ b/dvc.lock
@@ -1,12 +1,19 @@
-mystage:
-  cmd: python train.py
-  deps:
-  - path: data
-    md5: c5a2bbc6820f83da3788d7dceb32c42d.dir
-  - path: train.py
-    md5: c909a2d22ced09b274103fdae5684766
-  outs:
-  - path: loss.csv
-    md5: b8e6e7766dcc23a2efd5bcfc8183e69d
-  - path: metrics.json
-    md5: 0955b6cb503d807426bab33d28358988
+schema: '2.0'
+stages:
+  mystage:
+    cmd: python train.py
+    deps:
+    - path: data
+      md5: c5a2bbc6820f83da3788d7dceb32c42d.dir
+      size: 53504810
+      nfiles: 4
+    - path: train.py
+      md5: f6a45c6c760b01e4046c80a162979ec0
+      size: 893
+    outs:
+    - path: loss.csv
+      md5: 321fc917c8fbcf8e418e0d67b93f35ea
+      size: 587
+    - path: metrics.json
+      md5: f20ce405a3ea198f18652fb5847461bb
+      size: 83
diff --git a/loss.csv b/loss.csv
index 654289d..66d0030 100644
--- a/loss.csv
+++ b/loss.csv
@@ -1,19 +1,19 @@
 loss
 0.35797476798407574
-0.3108355691836759
-0.30909985774265974
+0.31083556918367594
+0.3090998577426597
 0.3078203619528226
 0.30670321889561303
 0.30538744766821924
-0.303970884444046
+0.30397088444404596
 0.3028220489578898
 0.30151777919737727
 0.30065419009321764
 0.29981400691043786
-0.2990685209174709
-0.29852763425049267
+0.2990685209174708
+0.2985276342504926
 0.2978458625954957
-0.29726278249284166
+0.2972627824928416
 0.2967908318467133
 0.2962123245461746
 0.2957809417825015
@@ -29,23 +29,3 @@ loss
 0.29221233752620646
 0.29195132793960793
 0.2915727515729502
-0.29150347640227825
-0.29123496619168654
-0.29085575142484743
-0.2904402712793793
-0.29036326958394054
-0.29034910240309386
-0.2898218375569284
-0.28957572750327987
-0.2894239925902565
-0.2892991230093341
-0.28891438744299747
-0.28867314421391477
-0.288388343741791
-0.28834036866097357
-0.2879987965400854
-0.28780380639213937
-0.28749829313252273
-0.2872683304447179
-0.28724627707446376
-0.2868515983332266
diff --git a/metrics.json b/metrics.json
index 075ac5c..c75c870 100644
--- a/metrics.json
+++ b/metrics.json
@@ -1 +1 @@
-{"accuracy": 0.87236, "precision": 0.8641860465116279, "recall": 0.885675697147851}
\ No newline at end of file
+{"accuracy": 0.87228, "precision": 0.860309911015649, "recall": 0.8909986494001748}
\ No newline at end of file