Arguments

train.Jenkinsfile

@@ -1,14 +1,39 @@
 pipeline {
     agent any;
+       parameters{
+      buildSelector(
+            defaultSelector: lastSuccessful(),
+            description: 'Which build to use for copying artifacts',
+            name: 'BUILD_SELECTOR'
+        )
+        string(
+            defaultValue: '10',
+            description: 'batch size',
+            name: 'BATCH_SIZE'
+        )
+        string(
+            defaultValue: '5',
+            description: 'epochs',
+            name: 'EPOCHS'
+
+        )
+   }
+
     stages{
+        stage('artifacts') {
+            steps {
+                copyArtifacts fingerprintArtifacts: true, projectName: 's434784-create-dataset', selector: buildParameter('BUILD_SELECTOR')
+            }
+        }
+
         stage('docker-training') {
 			steps {
                 script {
                     def image = docker.build('dock')
                     image.inside{
                         sh 'chmod +x training.py'
-                        sh 'python3 training.py'
+                        sh 'python3 training.py ${EPOCHS} ${BATCH_SIZE}'
-                        
+
                     }
                 }
 			}

training.py

@@ -64,7 +64,8 @@ model.compile(
 # Train model
 history = model.fit(
     X_train, y_train,
-    epochs=30,
+    batch_size=sys.argv[0],
+    epochs=sys.argv[1],
     validation_split=0.2)
 
 test_results = {}