diff --git a/.gitignore b/.gitignore
index 1bcd374..172195e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -14,4 +14,6 @@ model_resutls.txt
 model
 metrics.txt
 metrics.png
-my_runs
\ No newline at end of file
+my_runs
+mlruns
+modelML
diff --git a/Dockerfile b/Dockerfile
index ccf2782..09a0d82 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -14,4 +14,4 @@ WORKDIR /app
 COPY ./deepl.py .
 COPY ./MLProject .
 
-# CMD python3 deepl.py
+# CMD python3 deepl.py 10
diff --git a/MLProject b/MLProject
index 2d57fe9..3c1d866 100644
--- a/MLProject
+++ b/MLProject
@@ -1,4 +1,4 @@
-name: s444463
+name: s444463x
 
 docker_env:
   image: ium_444463
diff --git a/deepl.py b/deepl.py
index 21c7793..781b755 100644
--- a/deepl.py
+++ b/deepl.py
@@ -14,9 +14,8 @@ import sys
 import mlflow
 from mlflow.models import infer_signature
 
-mlflow.set_tracking_uri("http://172.17.0.1:5000")
-mlflow.set_experiment("s444463")
 
+mlflow.set_experiment("s444463x")
 def convert_text_to_model_form(text):
     a = vectorizer.transform([text])
     b = torch.tensor(scipy.sparse.csr_matrix.todense(a)).float()
@@ -183,8 +182,10 @@ def train(epochs):
     f.close()
     
     torch.save(model, 'model')
-    mlflow.pytorch.log_model(model, "model", signature=siganture, input_example=input_example)
-    mlflow.pytorch.save_model(model, "model", signature=siganture, input_example=input_example)
+    input_example = data_train[:5]
+    siganture = infer_signature(input_example, np.array(['company_profile']))
+    mlflow.pytorch.log_model(model, "modelML", signature=siganture, input_example=input_example)
+    mlflow.pytorch.save_model(model, "modelML", signature=siganture, input_example=input_example)
 
 
 print(sys.argv[1])
@@ -193,6 +194,15 @@ print(sys.argv[1])
 epochs = int(sys.argv[1])
 
 if __name__ == "__main__":
+    # mlflow.set_tracking_uri("http://172.17.0.1:5000")
+
+
+    # with mlflow.start_run() as run:
+
+        # mlflow.set_tracking_uri("http://172.17.0.1:5000")
+        # mlflow.set_experiment("s444463")
+    mlflow.log_param("TEST", 'TEST')
+
     train(epochs)
 
     # plt.figure(figsize=(12, 5))
diff --git a/mlruns/0/1be012972380454a86074e53f6007c86/meta.yaml b/mlruns/0/1be012972380454a86074e53f6007c86/meta.yaml
deleted file mode 100644
index 010cd8f..0000000
--- a/mlruns/0/1be012972380454a86074e53f6007c86/meta.yaml
+++ /dev/null
@@ -1,15 +0,0 @@
-artifact_uri: ./mlruns/0/1be012972380454a86074e53f6007c86/artifacts
-end_time: null
-entry_point_name: ''
-experiment_id: '0'
-lifecycle_stage: active
-name: ''
-run_id: 1be012972380454a86074e53f6007c86
-run_uuid: 1be012972380454a86074e53f6007c86
-source_name: ''
-source_type: 4
-source_version: ''
-start_time: 1652635708730
-status: 1
-tags: []
-user_id: mikolaj
diff --git a/mlruns/0/1be012972380454a86074e53f6007c86/params/EPOCH b/mlruns/0/1be012972380454a86074e53f6007c86/params/EPOCH
deleted file mode 100644
index 9a03714..0000000
--- a/mlruns/0/1be012972380454a86074e53f6007c86/params/EPOCH
+++ /dev/null
@@ -1 +0,0 @@
-10
\ No newline at end of file
diff --git a/mlruns/0/1be012972380454a86074e53f6007c86/tags/mlflow.gitRepoURL b/mlruns/0/1be012972380454a86074e53f6007c86/tags/mlflow.gitRepoURL
deleted file mode 100644
index b202ceb..0000000
--- a/mlruns/0/1be012972380454a86074e53f6007c86/tags/mlflow.gitRepoURL
+++ /dev/null
@@ -1 +0,0 @@
-git@git.wmi.amu.edu.pl:s444463/ium_444463.git
\ No newline at end of file
diff --git a/mlruns/0/1be012972380454a86074e53f6007c86/tags/mlflow.project.entryPoint b/mlruns/0/1be012972380454a86074e53f6007c86/tags/mlflow.project.entryPoint
deleted file mode 100644
index 88d050b..0000000
--- a/mlruns/0/1be012972380454a86074e53f6007c86/tags/mlflow.project.entryPoint
+++ /dev/null
@@ -1 +0,0 @@
-main
\ No newline at end of file
diff --git a/mlruns/0/1be012972380454a86074e53f6007c86/tags/mlflow.project.env b/mlruns/0/1be012972380454a86074e53f6007c86/tags/mlflow.project.env
deleted file mode 100644
index 6d0eac4..0000000
--- a/mlruns/0/1be012972380454a86074e53f6007c86/tags/mlflow.project.env
+++ /dev/null
@@ -1 +0,0 @@
-docker
\ No newline at end of file
diff --git a/mlruns/0/1be012972380454a86074e53f6007c86/tags/mlflow.source.git.commit b/mlruns/0/1be012972380454a86074e53f6007c86/tags/mlflow.source.git.commit
deleted file mode 100644
index e8e5102..0000000
--- a/mlruns/0/1be012972380454a86074e53f6007c86/tags/mlflow.source.git.commit
+++ /dev/null
@@ -1 +0,0 @@
-7eddb939fc735f54ddeed50dc19390ea59c4d4df
\ No newline at end of file
diff --git a/mlruns/0/1be012972380454a86074e53f6007c86/tags/mlflow.source.git.repoURL b/mlruns/0/1be012972380454a86074e53f6007c86/tags/mlflow.source.git.repoURL
deleted file mode 100644
index b202ceb..0000000
--- a/mlruns/0/1be012972380454a86074e53f6007c86/tags/mlflow.source.git.repoURL
+++ /dev/null
@@ -1 +0,0 @@
-git@git.wmi.amu.edu.pl:s444463/ium_444463.git
\ No newline at end of file
diff --git a/mlruns/0/1be012972380454a86074e53f6007c86/tags/mlflow.source.name b/mlruns/0/1be012972380454a86074e53f6007c86/tags/mlflow.source.name
deleted file mode 100644
index a558982..0000000
--- a/mlruns/0/1be012972380454a86074e53f6007c86/tags/mlflow.source.name
+++ /dev/null
@@ -1 +0,0 @@
-file:///home/mikolaj/ai_tech/ium_444463
\ No newline at end of file
diff --git a/mlruns/0/1be012972380454a86074e53f6007c86/tags/mlflow.source.type b/mlruns/0/1be012972380454a86074e53f6007c86/tags/mlflow.source.type
deleted file mode 100644
index 53f9167..0000000
--- a/mlruns/0/1be012972380454a86074e53f6007c86/tags/mlflow.source.type
+++ /dev/null
@@ -1 +0,0 @@
-PROJECT
\ No newline at end of file
diff --git a/mlruns/0/1be012972380454a86074e53f6007c86/tags/mlflow.user b/mlruns/0/1be012972380454a86074e53f6007c86/tags/mlflow.user
deleted file mode 100644
index a04d6ea..0000000
--- a/mlruns/0/1be012972380454a86074e53f6007c86/tags/mlflow.user
+++ /dev/null
@@ -1 +0,0 @@
-mikolaj
\ No newline at end of file
diff --git a/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/meta.yaml b/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/meta.yaml
deleted file mode 100644
index 01120c3..0000000
--- a/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/meta.yaml
+++ /dev/null
@@ -1,15 +0,0 @@
-artifact_uri: ./mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/artifacts
-end_time: 1652637872270
-entry_point_name: ''
-experiment_id: '0'
-lifecycle_stage: active
-name: ''
-run_id: 2cf44da0b5e8422d9254cbf8cd7f31ed
-run_uuid: 2cf44da0b5e8422d9254cbf8cd7f31ed
-source_name: ''
-source_type: 4
-source_version: ''
-start_time: 1652637426164
-status: 4
-tags: []
-user_id: mikolaj
diff --git a/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/params/EPOCH b/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/params/EPOCH
deleted file mode 100644
index 301160a..0000000
--- a/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/params/EPOCH
+++ /dev/null
@@ -1 +0,0 @@
-8
\ No newline at end of file
diff --git a/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.docker.image.id b/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.docker.image.id
deleted file mode 100644
index 487c801..0000000
--- a/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.docker.image.id
+++ /dev/null
@@ -1 +0,0 @@
-sha256:8c88d085e9b52a5042a701abf99841314d4ae732f3a2d340d431cf1b03ddd6a1
\ No newline at end of file
diff --git a/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.docker.image.uri b/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.docker.image.uri
deleted file mode 100644
index 145ddc1..0000000
--- a/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.docker.image.uri
+++ /dev/null
@@ -1 +0,0 @@
-s444463:7eddb93
\ No newline at end of file
diff --git a/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.gitRepoURL b/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.gitRepoURL
deleted file mode 100644
index b202ceb..0000000
--- a/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.gitRepoURL
+++ /dev/null
@@ -1 +0,0 @@
-git@git.wmi.amu.edu.pl:s444463/ium_444463.git
\ No newline at end of file
diff --git a/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.project.backend b/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.project.backend
deleted file mode 100644
index c2c027f..0000000
--- a/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.project.backend
+++ /dev/null
@@ -1 +0,0 @@
-local
\ No newline at end of file
diff --git a/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.project.entryPoint b/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.project.entryPoint
deleted file mode 100644
index 88d050b..0000000
--- a/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.project.entryPoint
+++ /dev/null
@@ -1 +0,0 @@
-main
\ No newline at end of file
diff --git a/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.project.env b/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.project.env
deleted file mode 100644
index 6d0eac4..0000000
--- a/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.project.env
+++ /dev/null
@@ -1 +0,0 @@
-docker
\ No newline at end of file
diff --git a/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.source.git.commit b/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.source.git.commit
deleted file mode 100644
index e8e5102..0000000
--- a/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.source.git.commit
+++ /dev/null
@@ -1 +0,0 @@
-7eddb939fc735f54ddeed50dc19390ea59c4d4df
\ No newline at end of file
diff --git a/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.source.git.repoURL b/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.source.git.repoURL
deleted file mode 100644
index b202ceb..0000000
--- a/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.source.git.repoURL
+++ /dev/null
@@ -1 +0,0 @@
-git@git.wmi.amu.edu.pl:s444463/ium_444463.git
\ No newline at end of file
diff --git a/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.source.name b/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.source.name
deleted file mode 100644
index a558982..0000000
--- a/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.source.name
+++ /dev/null
@@ -1 +0,0 @@
-file:///home/mikolaj/ai_tech/ium_444463
\ No newline at end of file
diff --git a/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.source.type b/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.source.type
deleted file mode 100644
index 53f9167..0000000
--- a/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.source.type
+++ /dev/null
@@ -1 +0,0 @@
-PROJECT
\ No newline at end of file
diff --git a/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.user b/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.user
deleted file mode 100644
index a04d6ea..0000000
--- a/mlruns/0/2cf44da0b5e8422d9254cbf8cd7f31ed/tags/mlflow.user
+++ /dev/null
@@ -1 +0,0 @@
-mikolaj
\ No newline at end of file
diff --git a/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/meta.yaml b/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/meta.yaml
deleted file mode 100644
index 8de8f53..0000000
--- a/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/meta.yaml
+++ /dev/null
@@ -1,15 +0,0 @@
-artifact_uri: ./mlruns/0/3ee2870794ef4f4dafb2444c0b888336/artifacts
-end_time: null
-entry_point_name: ''
-experiment_id: '0'
-lifecycle_stage: active
-name: ''
-run_id: 3ee2870794ef4f4dafb2444c0b888336
-run_uuid: 3ee2870794ef4f4dafb2444c0b888336
-source_name: ''
-source_type: 4
-source_version: ''
-start_time: 1652638803535
-status: 1
-tags: []
-user_id: mikolaj
diff --git a/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/params/EPOCH b/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/params/EPOCH
deleted file mode 100644
index 301160a..0000000
--- a/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/params/EPOCH
+++ /dev/null
@@ -1 +0,0 @@
-8
\ No newline at end of file
diff --git a/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/tags/mlflow.gitRepoURL b/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/tags/mlflow.gitRepoURL
deleted file mode 100644
index b202ceb..0000000
--- a/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/tags/mlflow.gitRepoURL
+++ /dev/null
@@ -1 +0,0 @@
-git@git.wmi.amu.edu.pl:s444463/ium_444463.git
\ No newline at end of file
diff --git a/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/tags/mlflow.project.entryPoint b/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/tags/mlflow.project.entryPoint
deleted file mode 100644
index 88d050b..0000000
--- a/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/tags/mlflow.project.entryPoint
+++ /dev/null
@@ -1 +0,0 @@
-main
\ No newline at end of file
diff --git a/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/tags/mlflow.project.env b/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/tags/mlflow.project.env
deleted file mode 100644
index 6d0eac4..0000000
--- a/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/tags/mlflow.project.env
+++ /dev/null
@@ -1 +0,0 @@
-docker
\ No newline at end of file
diff --git a/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/tags/mlflow.source.git.commit b/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/tags/mlflow.source.git.commit
deleted file mode 100644
index e8e5102..0000000
--- a/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/tags/mlflow.source.git.commit
+++ /dev/null
@@ -1 +0,0 @@
-7eddb939fc735f54ddeed50dc19390ea59c4d4df
\ No newline at end of file
diff --git a/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/tags/mlflow.source.git.repoURL b/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/tags/mlflow.source.git.repoURL
deleted file mode 100644
index b202ceb..0000000
--- a/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/tags/mlflow.source.git.repoURL
+++ /dev/null
@@ -1 +0,0 @@
-git@git.wmi.amu.edu.pl:s444463/ium_444463.git
\ No newline at end of file
diff --git a/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/tags/mlflow.source.name b/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/tags/mlflow.source.name
deleted file mode 100644
index a558982..0000000
--- a/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/tags/mlflow.source.name
+++ /dev/null
@@ -1 +0,0 @@
-file:///home/mikolaj/ai_tech/ium_444463
\ No newline at end of file
diff --git a/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/tags/mlflow.source.type b/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/tags/mlflow.source.type
deleted file mode 100644
index 53f9167..0000000
--- a/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/tags/mlflow.source.type
+++ /dev/null
@@ -1 +0,0 @@
-PROJECT
\ No newline at end of file
diff --git a/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/tags/mlflow.user b/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/tags/mlflow.user
deleted file mode 100644
index a04d6ea..0000000
--- a/mlruns/0/3ee2870794ef4f4dafb2444c0b888336/tags/mlflow.user
+++ /dev/null
@@ -1 +0,0 @@
-mikolaj
\ No newline at end of file
diff --git a/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/meta.yaml b/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/meta.yaml
deleted file mode 100644
index 279937f..0000000
--- a/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/meta.yaml
+++ /dev/null
@@ -1,15 +0,0 @@
-artifact_uri: ./mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/artifacts
-end_time: null
-entry_point_name: ''
-experiment_id: '0'
-lifecycle_stage: active
-name: ''
-run_id: 4aeccdef06344ac6ba7d5958ff7f9578
-run_uuid: 4aeccdef06344ac6ba7d5958ff7f9578
-source_name: ''
-source_type: 4
-source_version: ''
-start_time: 1652636332050
-status: 1
-tags: []
-user_id: mikolaj
diff --git a/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/params/EPOCH b/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/params/EPOCH
deleted file mode 100644
index 9a03714..0000000
--- a/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/params/EPOCH
+++ /dev/null
@@ -1 +0,0 @@
-10
\ No newline at end of file
diff --git a/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/tags/mlflow.gitRepoURL b/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/tags/mlflow.gitRepoURL
deleted file mode 100644
index b202ceb..0000000
--- a/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/tags/mlflow.gitRepoURL
+++ /dev/null
@@ -1 +0,0 @@
-git@git.wmi.amu.edu.pl:s444463/ium_444463.git
\ No newline at end of file
diff --git a/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/tags/mlflow.project.entryPoint b/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/tags/mlflow.project.entryPoint
deleted file mode 100644
index 88d050b..0000000
--- a/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/tags/mlflow.project.entryPoint
+++ /dev/null
@@ -1 +0,0 @@
-main
\ No newline at end of file
diff --git a/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/tags/mlflow.project.env b/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/tags/mlflow.project.env
deleted file mode 100644
index 6d0eac4..0000000
--- a/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/tags/mlflow.project.env
+++ /dev/null
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\ No newline at end of file
diff --git a/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/tags/mlflow.source.git.commit b/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/tags/mlflow.source.git.commit
deleted file mode 100644
index e8e5102..0000000
--- a/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/tags/mlflow.source.git.commit
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diff --git a/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/tags/mlflow.source.git.repoURL b/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/tags/mlflow.source.git.repoURL
deleted file mode 100644
index b202ceb..0000000
--- a/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/tags/mlflow.source.git.repoURL
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/tags/mlflow.source.name b/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/tags/mlflow.source.name
deleted file mode 100644
index a558982..0000000
--- a/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/tags/mlflow.source.name
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/tags/mlflow.source.type b/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/tags/mlflow.source.type
deleted file mode 100644
index 53f9167..0000000
--- a/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/tags/mlflow.source.type
+++ /dev/null
@@ -1 +0,0 @@
-PROJECT
\ No newline at end of file
diff --git a/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/tags/mlflow.user b/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/tags/mlflow.user
deleted file mode 100644
index a04d6ea..0000000
--- a/mlruns/0/4aeccdef06344ac6ba7d5958ff7f9578/tags/mlflow.user
+++ /dev/null
@@ -1 +0,0 @@
-mikolaj
\ No newline at end of file
diff --git a/mlruns/0/55b8688df78d406f8681acfb00187d19/meta.yaml b/mlruns/0/55b8688df78d406f8681acfb00187d19/meta.yaml
deleted file mode 100644
index 39e270b..0000000
--- a/mlruns/0/55b8688df78d406f8681acfb00187d19/meta.yaml
+++ /dev/null
@@ -1,15 +0,0 @@
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diff --git a/mlruns/0/55b8688df78d406f8681acfb00187d19/params/EPOCH b/mlruns/0/55b8688df78d406f8681acfb00187d19/params/EPOCH
deleted file mode 100644
index 9a03714..0000000
--- a/mlruns/0/55b8688df78d406f8681acfb00187d19/params/EPOCH
+++ /dev/null
@@ -1 +0,0 @@
-10
\ No newline at end of file
diff --git a/mlruns/0/55b8688df78d406f8681acfb00187d19/tags/mlflow.gitRepoURL b/mlruns/0/55b8688df78d406f8681acfb00187d19/tags/mlflow.gitRepoURL
deleted file mode 100644
index b202ceb..0000000
--- a/mlruns/0/55b8688df78d406f8681acfb00187d19/tags/mlflow.gitRepoURL
+++ /dev/null
@@ -1 +0,0 @@
-git@git.wmi.amu.edu.pl:s444463/ium_444463.git
\ No newline at end of file
diff --git a/mlruns/0/55b8688df78d406f8681acfb00187d19/tags/mlflow.project.entryPoint b/mlruns/0/55b8688df78d406f8681acfb00187d19/tags/mlflow.project.entryPoint
deleted file mode 100644
index 88d050b..0000000
--- a/mlruns/0/55b8688df78d406f8681acfb00187d19/tags/mlflow.project.entryPoint
+++ /dev/null
@@ -1 +0,0 @@
-main
\ No newline at end of file
diff --git a/mlruns/0/55b8688df78d406f8681acfb00187d19/tags/mlflow.project.env b/mlruns/0/55b8688df78d406f8681acfb00187d19/tags/mlflow.project.env
deleted file mode 100644
index 6d0eac4..0000000
--- a/mlruns/0/55b8688df78d406f8681acfb00187d19/tags/mlflow.project.env
+++ /dev/null
@@ -1 +0,0 @@
-docker
\ No newline at end of file
diff --git a/mlruns/0/55b8688df78d406f8681acfb00187d19/tags/mlflow.source.git.commit b/mlruns/0/55b8688df78d406f8681acfb00187d19/tags/mlflow.source.git.commit
deleted file mode 100644
index e8e5102..0000000
--- a/mlruns/0/55b8688df78d406f8681acfb00187d19/tags/mlflow.source.git.commit
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@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/mlruns/0/55b8688df78d406f8681acfb00187d19/tags/mlflow.source.git.repoURL b/mlruns/0/55b8688df78d406f8681acfb00187d19/tags/mlflow.source.git.repoURL
deleted file mode 100644
index b202ceb..0000000
--- a/mlruns/0/55b8688df78d406f8681acfb00187d19/tags/mlflow.source.git.repoURL
+++ /dev/null
@@ -1 +0,0 @@
-git@git.wmi.amu.edu.pl:s444463/ium_444463.git
\ No newline at end of file
diff --git a/mlruns/0/55b8688df78d406f8681acfb00187d19/tags/mlflow.source.name b/mlruns/0/55b8688df78d406f8681acfb00187d19/tags/mlflow.source.name
deleted file mode 100644
index a558982..0000000
--- a/mlruns/0/55b8688df78d406f8681acfb00187d19/tags/mlflow.source.name
+++ /dev/null
@@ -1 +0,0 @@
-file:///home/mikolaj/ai_tech/ium_444463
\ No newline at end of file
diff --git a/mlruns/0/55b8688df78d406f8681acfb00187d19/tags/mlflow.source.type b/mlruns/0/55b8688df78d406f8681acfb00187d19/tags/mlflow.source.type
deleted file mode 100644
index 53f9167..0000000
--- a/mlruns/0/55b8688df78d406f8681acfb00187d19/tags/mlflow.source.type
+++ /dev/null
@@ -1 +0,0 @@
-PROJECT
\ No newline at end of file
diff --git a/mlruns/0/55b8688df78d406f8681acfb00187d19/tags/mlflow.user b/mlruns/0/55b8688df78d406f8681acfb00187d19/tags/mlflow.user
deleted file mode 100644
index a04d6ea..0000000
--- a/mlruns/0/55b8688df78d406f8681acfb00187d19/tags/mlflow.user
+++ /dev/null
@@ -1 +0,0 @@
-mikolaj
\ No newline at end of file
diff --git a/mlruns/0/63016f8e28f84c44867231bf97181432/meta.yaml b/mlruns/0/63016f8e28f84c44867231bf97181432/meta.yaml
deleted file mode 100644
index e60cddc..0000000
--- a/mlruns/0/63016f8e28f84c44867231bf97181432/meta.yaml
+++ /dev/null
@@ -1,15 +0,0 @@
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diff --git a/mlruns/0/63016f8e28f84c44867231bf97181432/params/EPOCH b/mlruns/0/63016f8e28f84c44867231bf97181432/params/EPOCH
deleted file mode 100644
index 9a03714..0000000
--- a/mlruns/0/63016f8e28f84c44867231bf97181432/params/EPOCH
+++ /dev/null
@@ -1 +0,0 @@
-10
\ No newline at end of file
diff --git a/mlruns/0/63016f8e28f84c44867231bf97181432/tags/mlflow.gitRepoURL b/mlruns/0/63016f8e28f84c44867231bf97181432/tags/mlflow.gitRepoURL
deleted file mode 100644
index b202ceb..0000000
--- a/mlruns/0/63016f8e28f84c44867231bf97181432/tags/mlflow.gitRepoURL
+++ /dev/null
@@ -1 +0,0 @@
-git@git.wmi.amu.edu.pl:s444463/ium_444463.git
\ No newline at end of file
diff --git a/mlruns/0/63016f8e28f84c44867231bf97181432/tags/mlflow.project.entryPoint b/mlruns/0/63016f8e28f84c44867231bf97181432/tags/mlflow.project.entryPoint
deleted file mode 100644
index 88d050b..0000000
--- a/mlruns/0/63016f8e28f84c44867231bf97181432/tags/mlflow.project.entryPoint
+++ /dev/null
@@ -1 +0,0 @@
-main
\ No newline at end of file
diff --git a/mlruns/0/63016f8e28f84c44867231bf97181432/tags/mlflow.project.env b/mlruns/0/63016f8e28f84c44867231bf97181432/tags/mlflow.project.env
deleted file mode 100644
index 6d0eac4..0000000
--- a/mlruns/0/63016f8e28f84c44867231bf97181432/tags/mlflow.project.env
+++ /dev/null
@@ -1 +0,0 @@
-docker
\ No newline at end of file
diff --git a/mlruns/0/63016f8e28f84c44867231bf97181432/tags/mlflow.source.git.commit b/mlruns/0/63016f8e28f84c44867231bf97181432/tags/mlflow.source.git.commit
deleted file mode 100644
index e8e5102..0000000
--- a/mlruns/0/63016f8e28f84c44867231bf97181432/tags/mlflow.source.git.commit
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/mlruns/0/63016f8e28f84c44867231bf97181432/tags/mlflow.source.git.repoURL b/mlruns/0/63016f8e28f84c44867231bf97181432/tags/mlflow.source.git.repoURL
deleted file mode 100644
index b202ceb..0000000
--- a/mlruns/0/63016f8e28f84c44867231bf97181432/tags/mlflow.source.git.repoURL
+++ /dev/null
@@ -1 +0,0 @@
-git@git.wmi.amu.edu.pl:s444463/ium_444463.git
\ No newline at end of file
diff --git a/mlruns/0/63016f8e28f84c44867231bf97181432/tags/mlflow.source.name b/mlruns/0/63016f8e28f84c44867231bf97181432/tags/mlflow.source.name
deleted file mode 100644
index a558982..0000000
--- a/mlruns/0/63016f8e28f84c44867231bf97181432/tags/mlflow.source.name
+++ /dev/null
@@ -1 +0,0 @@
-file:///home/mikolaj/ai_tech/ium_444463
\ No newline at end of file
diff --git a/mlruns/0/63016f8e28f84c44867231bf97181432/tags/mlflow.source.type b/mlruns/0/63016f8e28f84c44867231bf97181432/tags/mlflow.source.type
deleted file mode 100644
index 53f9167..0000000
--- a/mlruns/0/63016f8e28f84c44867231bf97181432/tags/mlflow.source.type
+++ /dev/null
@@ -1 +0,0 @@
-PROJECT
\ No newline at end of file
diff --git a/mlruns/0/63016f8e28f84c44867231bf97181432/tags/mlflow.user b/mlruns/0/63016f8e28f84c44867231bf97181432/tags/mlflow.user
deleted file mode 100644
index a04d6ea..0000000
--- a/mlruns/0/63016f8e28f84c44867231bf97181432/tags/mlflow.user
+++ /dev/null
@@ -1 +0,0 @@
-mikolaj
\ No newline at end of file
diff --git a/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/meta.yaml b/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/meta.yaml
deleted file mode 100644
index 01f187d..0000000
--- a/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/meta.yaml
+++ /dev/null
@@ -1,15 +0,0 @@
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diff --git a/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/params/EPOCH b/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/params/EPOCH
deleted file mode 100644
index 9a03714..0000000
--- a/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/params/EPOCH
+++ /dev/null
@@ -1 +0,0 @@
-10
\ No newline at end of file
diff --git a/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/tags/mlflow.gitRepoURL b/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/tags/mlflow.gitRepoURL
deleted file mode 100644
index b202ceb..0000000
--- a/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/tags/mlflow.gitRepoURL
+++ /dev/null
@@ -1 +0,0 @@
-git@git.wmi.amu.edu.pl:s444463/ium_444463.git
\ No newline at end of file
diff --git a/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/tags/mlflow.project.entryPoint b/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/tags/mlflow.project.entryPoint
deleted file mode 100644
index 88d050b..0000000
--- a/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/tags/mlflow.project.entryPoint
+++ /dev/null
@@ -1 +0,0 @@
-main
\ No newline at end of file
diff --git a/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/tags/mlflow.project.env b/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/tags/mlflow.project.env
deleted file mode 100644
index 6d0eac4..0000000
--- a/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/tags/mlflow.project.env
+++ /dev/null
@@ -1 +0,0 @@
-docker
\ No newline at end of file
diff --git a/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/tags/mlflow.source.git.commit b/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/tags/mlflow.source.git.commit
deleted file mode 100644
index e8e5102..0000000
--- a/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/tags/mlflow.source.git.commit
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/tags/mlflow.source.git.repoURL b/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/tags/mlflow.source.git.repoURL
deleted file mode 100644
index b202ceb..0000000
--- a/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/tags/mlflow.source.git.repoURL
+++ /dev/null
@@ -1 +0,0 @@
-git@git.wmi.amu.edu.pl:s444463/ium_444463.git
\ No newline at end of file
diff --git a/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/tags/mlflow.source.name b/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/tags/mlflow.source.name
deleted file mode 100644
index a558982..0000000
--- a/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/tags/mlflow.source.name
+++ /dev/null
@@ -1 +0,0 @@
-file:///home/mikolaj/ai_tech/ium_444463
\ No newline at end of file
diff --git a/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/tags/mlflow.source.type b/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/tags/mlflow.source.type
deleted file mode 100644
index 53f9167..0000000
--- a/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/tags/mlflow.source.type
+++ /dev/null
@@ -1 +0,0 @@
-PROJECT
\ No newline at end of file
diff --git a/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/tags/mlflow.user b/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/tags/mlflow.user
deleted file mode 100644
index a04d6ea..0000000
--- a/mlruns/0/6c7ffdfb78ef42b99ea3361d144ed394/tags/mlflow.user
+++ /dev/null
@@ -1 +0,0 @@
-mikolaj
\ No newline at end of file
diff --git a/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/meta.yaml b/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/meta.yaml
deleted file mode 100644
index deb9f54..0000000
--- a/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/meta.yaml
+++ /dev/null
@@ -1,15 +0,0 @@
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diff --git a/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/params/EPOCH b/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/params/EPOCH
deleted file mode 100644
index 3cacc0b..0000000
--- a/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/params/EPOCH
+++ /dev/null
@@ -1 +0,0 @@
-12
\ No newline at end of file
diff --git a/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/tags/mlflow.gitRepoURL b/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/tags/mlflow.gitRepoURL
deleted file mode 100644
index b202ceb..0000000
--- a/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/tags/mlflow.gitRepoURL
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/tags/mlflow.project.entryPoint b/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/tags/mlflow.project.entryPoint
deleted file mode 100644
index 88d050b..0000000
--- a/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/tags/mlflow.project.entryPoint
+++ /dev/null
@@ -1 +0,0 @@
-main
\ No newline at end of file
diff --git a/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/tags/mlflow.project.env b/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/tags/mlflow.project.env
deleted file mode 100644
index 6d0eac4..0000000
--- a/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/tags/mlflow.project.env
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/tags/mlflow.source.git.commit b/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/tags/mlflow.source.git.commit
deleted file mode 100644
index e8e5102..0000000
--- a/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/tags/mlflow.source.git.commit
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/tags/mlflow.source.git.repoURL b/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/tags/mlflow.source.git.repoURL
deleted file mode 100644
index b202ceb..0000000
--- a/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/tags/mlflow.source.git.repoURL
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/tags/mlflow.source.name b/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/tags/mlflow.source.name
deleted file mode 100644
index a558982..0000000
--- a/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/tags/mlflow.source.name
+++ /dev/null
@@ -1 +0,0 @@
-file:///home/mikolaj/ai_tech/ium_444463
\ No newline at end of file
diff --git a/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/tags/mlflow.source.type b/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/tags/mlflow.source.type
deleted file mode 100644
index 53f9167..0000000
--- a/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/tags/mlflow.source.type
+++ /dev/null
@@ -1 +0,0 @@
-PROJECT
\ No newline at end of file
diff --git a/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/tags/mlflow.user b/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/tags/mlflow.user
deleted file mode 100644
index a04d6ea..0000000
--- a/mlruns/0/7bb429bfa99a4de4b5d23833129db58a/tags/mlflow.user
+++ /dev/null
@@ -1 +0,0 @@
-mikolaj
\ No newline at end of file
diff --git a/mlruns/0/82516964547444549542e17cd65c49f6/meta.yaml b/mlruns/0/82516964547444549542e17cd65c49f6/meta.yaml
deleted file mode 100644
index 3c8dcc6..0000000
--- a/mlruns/0/82516964547444549542e17cd65c49f6/meta.yaml
+++ /dev/null
@@ -1,15 +0,0 @@
-artifact_uri: ./mlruns/0/82516964547444549542e17cd65c49f6/artifacts
-end_time: null
-entry_point_name: ''
-experiment_id: '0'
-lifecycle_stage: active
-name: ''
-run_id: 82516964547444549542e17cd65c49f6
-run_uuid: 82516964547444549542e17cd65c49f6
-source_name: ''
-source_type: 4
-source_version: ''
-start_time: 1652636362120
-status: 1
-tags: []
-user_id: mikolaj
diff --git a/mlruns/0/82516964547444549542e17cd65c49f6/params/EPOCH b/mlruns/0/82516964547444549542e17cd65c49f6/params/EPOCH
deleted file mode 100644
index 9d60796..0000000
--- a/mlruns/0/82516964547444549542e17cd65c49f6/params/EPOCH
+++ /dev/null
@@ -1 +0,0 @@
-11
\ No newline at end of file
diff --git a/mlruns/0/82516964547444549542e17cd65c49f6/tags/mlflow.gitRepoURL b/mlruns/0/82516964547444549542e17cd65c49f6/tags/mlflow.gitRepoURL
deleted file mode 100644
index b202ceb..0000000
--- a/mlruns/0/82516964547444549542e17cd65c49f6/tags/mlflow.gitRepoURL
+++ /dev/null
@@ -1 +0,0 @@
-git@git.wmi.amu.edu.pl:s444463/ium_444463.git
\ No newline at end of file
diff --git a/mlruns/0/82516964547444549542e17cd65c49f6/tags/mlflow.project.entryPoint b/mlruns/0/82516964547444549542e17cd65c49f6/tags/mlflow.project.entryPoint
deleted file mode 100644
index 88d050b..0000000
--- a/mlruns/0/82516964547444549542e17cd65c49f6/tags/mlflow.project.entryPoint
+++ /dev/null
@@ -1 +0,0 @@
-main
\ No newline at end of file
diff --git a/mlruns/0/82516964547444549542e17cd65c49f6/tags/mlflow.project.env b/mlruns/0/82516964547444549542e17cd65c49f6/tags/mlflow.project.env
deleted file mode 100644
index 6d0eac4..0000000
--- a/mlruns/0/82516964547444549542e17cd65c49f6/tags/mlflow.project.env
+++ /dev/null
@@ -1 +0,0 @@
-docker
\ No newline at end of file
diff --git a/mlruns/0/82516964547444549542e17cd65c49f6/tags/mlflow.source.git.commit b/mlruns/0/82516964547444549542e17cd65c49f6/tags/mlflow.source.git.commit
deleted file mode 100644
index e8e5102..0000000
--- a/mlruns/0/82516964547444549542e17cd65c49f6/tags/mlflow.source.git.commit
+++ /dev/null
@@ -1 +0,0 @@
-7eddb939fc735f54ddeed50dc19390ea59c4d4df
\ No newline at end of file
diff --git a/mlruns/0/82516964547444549542e17cd65c49f6/tags/mlflow.source.git.repoURL b/mlruns/0/82516964547444549542e17cd65c49f6/tags/mlflow.source.git.repoURL
deleted file mode 100644
index b202ceb..0000000
--- a/mlruns/0/82516964547444549542e17cd65c49f6/tags/mlflow.source.git.repoURL
+++ /dev/null
@@ -1 +0,0 @@
-git@git.wmi.amu.edu.pl:s444463/ium_444463.git
\ No newline at end of file
diff --git a/mlruns/0/82516964547444549542e17cd65c49f6/tags/mlflow.source.name b/mlruns/0/82516964547444549542e17cd65c49f6/tags/mlflow.source.name
deleted file mode 100644
index a558982..0000000
--- a/mlruns/0/82516964547444549542e17cd65c49f6/tags/mlflow.source.name
+++ /dev/null
@@ -1 +0,0 @@
-file:///home/mikolaj/ai_tech/ium_444463
\ No newline at end of file
diff --git a/mlruns/0/82516964547444549542e17cd65c49f6/tags/mlflow.source.type b/mlruns/0/82516964547444549542e17cd65c49f6/tags/mlflow.source.type
deleted file mode 100644
index 53f9167..0000000
--- a/mlruns/0/82516964547444549542e17cd65c49f6/tags/mlflow.source.type
+++ /dev/null
@@ -1 +0,0 @@
-PROJECT
\ No newline at end of file
diff --git a/mlruns/0/82516964547444549542e17cd65c49f6/tags/mlflow.user b/mlruns/0/82516964547444549542e17cd65c49f6/tags/mlflow.user
deleted file mode 100644
index a04d6ea..0000000
--- a/mlruns/0/82516964547444549542e17cd65c49f6/tags/mlflow.user
+++ /dev/null
@@ -1 +0,0 @@
-mikolaj
\ No newline at end of file
diff --git a/mlruns/0/833ad1985768424296dd74a44f2e1487/meta.yaml b/mlruns/0/833ad1985768424296dd74a44f2e1487/meta.yaml
deleted file mode 100644
index a883ecf..0000000
--- a/mlruns/0/833ad1985768424296dd74a44f2e1487/meta.yaml
+++ /dev/null
@@ -1,15 +0,0 @@
-artifact_uri: ./mlruns/0/833ad1985768424296dd74a44f2e1487/artifacts
-end_time: null
-entry_point_name: ''
-experiment_id: '0'
-lifecycle_stage: active
-name: ''
-run_id: 833ad1985768424296dd74a44f2e1487
-run_uuid: 833ad1985768424296dd74a44f2e1487
-source_name: ''
-source_type: 4
-source_version: ''
-start_time: 1652636704373
-status: 1
-tags: []
-user_id: mikolaj
diff --git a/mlruns/0/833ad1985768424296dd74a44f2e1487/params/EPOCH b/mlruns/0/833ad1985768424296dd74a44f2e1487/params/EPOCH
deleted file mode 100644
index 3cacc0b..0000000
--- a/mlruns/0/833ad1985768424296dd74a44f2e1487/params/EPOCH
+++ /dev/null
@@ -1 +0,0 @@
-12
\ No newline at end of file
diff --git a/mlruns/0/833ad1985768424296dd74a44f2e1487/tags/mlflow.gitRepoURL b/mlruns/0/833ad1985768424296dd74a44f2e1487/tags/mlflow.gitRepoURL
deleted file mode 100644
index b202ceb..0000000
--- a/mlruns/0/833ad1985768424296dd74a44f2e1487/tags/mlflow.gitRepoURL
+++ /dev/null
@@ -1 +0,0 @@
-git@git.wmi.amu.edu.pl:s444463/ium_444463.git
\ No newline at end of file
diff --git a/mlruns/0/833ad1985768424296dd74a44f2e1487/tags/mlflow.project.entryPoint b/mlruns/0/833ad1985768424296dd74a44f2e1487/tags/mlflow.project.entryPoint
deleted file mode 100644
index 88d050b..0000000
--- a/mlruns/0/833ad1985768424296dd74a44f2e1487/tags/mlflow.project.entryPoint
+++ /dev/null
@@ -1 +0,0 @@
-main
\ No newline at end of file
diff --git a/mlruns/0/833ad1985768424296dd74a44f2e1487/tags/mlflow.project.env b/mlruns/0/833ad1985768424296dd74a44f2e1487/tags/mlflow.project.env
deleted file mode 100644
index 6d0eac4..0000000
--- a/mlruns/0/833ad1985768424296dd74a44f2e1487/tags/mlflow.project.env
+++ /dev/null
@@ -1 +0,0 @@
-docker
\ No newline at end of file
diff --git a/mlruns/0/833ad1985768424296dd74a44f2e1487/tags/mlflow.source.git.commit b/mlruns/0/833ad1985768424296dd74a44f2e1487/tags/mlflow.source.git.commit
deleted file mode 100644
index e8e5102..0000000
--- a/mlruns/0/833ad1985768424296dd74a44f2e1487/tags/mlflow.source.git.commit
+++ /dev/null
@@ -1 +0,0 @@
-7eddb939fc735f54ddeed50dc19390ea59c4d4df
\ No newline at end of file
diff --git a/mlruns/0/833ad1985768424296dd74a44f2e1487/tags/mlflow.source.git.repoURL b/mlruns/0/833ad1985768424296dd74a44f2e1487/tags/mlflow.source.git.repoURL
deleted file mode 100644
index b202ceb..0000000
--- a/mlruns/0/833ad1985768424296dd74a44f2e1487/tags/mlflow.source.git.repoURL
+++ /dev/null
@@ -1 +0,0 @@
-git@git.wmi.amu.edu.pl:s444463/ium_444463.git
\ No newline at end of file
diff --git a/mlruns/0/833ad1985768424296dd74a44f2e1487/tags/mlflow.source.name b/mlruns/0/833ad1985768424296dd74a44f2e1487/tags/mlflow.source.name
deleted file mode 100644
index a558982..0000000
--- a/mlruns/0/833ad1985768424296dd74a44f2e1487/tags/mlflow.source.name
+++ /dev/null
@@ -1 +0,0 @@
-file:///home/mikolaj/ai_tech/ium_444463
\ No newline at end of file
diff --git a/mlruns/0/833ad1985768424296dd74a44f2e1487/tags/mlflow.source.type b/mlruns/0/833ad1985768424296dd74a44f2e1487/tags/mlflow.source.type
deleted file mode 100644
index 53f9167..0000000
--- a/mlruns/0/833ad1985768424296dd74a44f2e1487/tags/mlflow.source.type
+++ /dev/null
@@ -1 +0,0 @@
-PROJECT
\ No newline at end of file
diff --git a/mlruns/0/833ad1985768424296dd74a44f2e1487/tags/mlflow.user b/mlruns/0/833ad1985768424296dd74a44f2e1487/tags/mlflow.user
deleted file mode 100644
index a04d6ea..0000000
--- a/mlruns/0/833ad1985768424296dd74a44f2e1487/tags/mlflow.user
+++ /dev/null
@@ -1 +0,0 @@
-mikolaj
\ No newline at end of file
diff --git a/mlruns/0/f91de96c77d9409d9de3aac777360398/meta.yaml b/mlruns/0/f91de96c77d9409d9de3aac777360398/meta.yaml
deleted file mode 100644
index ea6487d..0000000
--- a/mlruns/0/f91de96c77d9409d9de3aac777360398/meta.yaml
+++ /dev/null
@@ -1,15 +0,0 @@
-artifact_uri: ./mlruns/0/f91de96c77d9409d9de3aac777360398/artifacts
-end_time: null
-entry_point_name: ''
-experiment_id: '0'
-lifecycle_stage: active
-name: ''
-run_id: f91de96c77d9409d9de3aac777360398
-run_uuid: f91de96c77d9409d9de3aac777360398
-source_name: ''
-source_type: 4
-source_version: ''
-start_time: 1652636653432
-status: 1
-tags: []
-user_id: mikolaj
diff --git a/mlruns/0/f91de96c77d9409d9de3aac777360398/params/EPOCH b/mlruns/0/f91de96c77d9409d9de3aac777360398/params/EPOCH
deleted file mode 100644
index 3cacc0b..0000000
--- a/mlruns/0/f91de96c77d9409d9de3aac777360398/params/EPOCH
+++ /dev/null
@@ -1 +0,0 @@
-12
\ No newline at end of file
diff --git a/mlruns/0/f91de96c77d9409d9de3aac777360398/tags/mlflow.gitRepoURL b/mlruns/0/f91de96c77d9409d9de3aac777360398/tags/mlflow.gitRepoURL
deleted file mode 100644
index b202ceb..0000000
--- a/mlruns/0/f91de96c77d9409d9de3aac777360398/tags/mlflow.gitRepoURL
+++ /dev/null
@@ -1 +0,0 @@
-git@git.wmi.amu.edu.pl:s444463/ium_444463.git
\ No newline at end of file
diff --git a/mlruns/0/f91de96c77d9409d9de3aac777360398/tags/mlflow.project.entryPoint b/mlruns/0/f91de96c77d9409d9de3aac777360398/tags/mlflow.project.entryPoint
deleted file mode 100644
index 88d050b..0000000
--- a/mlruns/0/f91de96c77d9409d9de3aac777360398/tags/mlflow.project.entryPoint
+++ /dev/null
@@ -1 +0,0 @@
-main
\ No newline at end of file
diff --git a/mlruns/0/f91de96c77d9409d9de3aac777360398/tags/mlflow.project.env b/mlruns/0/f91de96c77d9409d9de3aac777360398/tags/mlflow.project.env
deleted file mode 100644
index 6d0eac4..0000000
--- a/mlruns/0/f91de96c77d9409d9de3aac777360398/tags/mlflow.project.env
+++ /dev/null
@@ -1 +0,0 @@
-docker
\ No newline at end of file
diff --git a/mlruns/0/f91de96c77d9409d9de3aac777360398/tags/mlflow.source.git.commit b/mlruns/0/f91de96c77d9409d9de3aac777360398/tags/mlflow.source.git.commit
deleted file mode 100644
index e8e5102..0000000
--- a/mlruns/0/f91de96c77d9409d9de3aac777360398/tags/mlflow.source.git.commit
+++ /dev/null
@@ -1 +0,0 @@
-7eddb939fc735f54ddeed50dc19390ea59c4d4df
\ No newline at end of file
diff --git a/mlruns/0/f91de96c77d9409d9de3aac777360398/tags/mlflow.source.git.repoURL b/mlruns/0/f91de96c77d9409d9de3aac777360398/tags/mlflow.source.git.repoURL
deleted file mode 100644
index b202ceb..0000000
--- a/mlruns/0/f91de96c77d9409d9de3aac777360398/tags/mlflow.source.git.repoURL
+++ /dev/null
@@ -1 +0,0 @@
-git@git.wmi.amu.edu.pl:s444463/ium_444463.git
\ No newline at end of file
diff --git a/mlruns/0/f91de96c77d9409d9de3aac777360398/tags/mlflow.source.name b/mlruns/0/f91de96c77d9409d9de3aac777360398/tags/mlflow.source.name
deleted file mode 100644
index a558982..0000000
--- a/mlruns/0/f91de96c77d9409d9de3aac777360398/tags/mlflow.source.name
+++ /dev/null
@@ -1 +0,0 @@
-file:///home/mikolaj/ai_tech/ium_444463
\ No newline at end of file
diff --git a/mlruns/0/f91de96c77d9409d9de3aac777360398/tags/mlflow.source.type b/mlruns/0/f91de96c77d9409d9de3aac777360398/tags/mlflow.source.type
deleted file mode 100644
index 53f9167..0000000
--- a/mlruns/0/f91de96c77d9409d9de3aac777360398/tags/mlflow.source.type
+++ /dev/null
@@ -1 +0,0 @@
-PROJECT
\ No newline at end of file
diff --git a/mlruns/0/f91de96c77d9409d9de3aac777360398/tags/mlflow.user b/mlruns/0/f91de96c77d9409d9de3aac777360398/tags/mlflow.user
deleted file mode 100644
index a04d6ea..0000000
--- a/mlruns/0/f91de96c77d9409d9de3aac777360398/tags/mlflow.user
+++ /dev/null
@@ -1 +0,0 @@
-mikolaj
\ No newline at end of file
diff --git a/mlruns/0/fe0c1923aac3433482465138aa7f80f1/meta.yaml b/mlruns/0/fe0c1923aac3433482465138aa7f80f1/meta.yaml
deleted file mode 100644
index c2a6221..0000000
--- a/mlruns/0/fe0c1923aac3433482465138aa7f80f1/meta.yaml
+++ /dev/null
@@ -1,15 +0,0 @@
-artifact_uri: ./mlruns/0/fe0c1923aac3433482465138aa7f80f1/artifacts
-end_time: null
-entry_point_name: ''
-experiment_id: '0'
-lifecycle_stage: active
-name: ''
-run_id: fe0c1923aac3433482465138aa7f80f1
-run_uuid: fe0c1923aac3433482465138aa7f80f1
-source_name: ''
-source_type: 4
-source_version: ''
-start_time: 1652637078624
-status: 1
-tags: []
-user_id: mikolaj
diff --git a/mlruns/0/fe0c1923aac3433482465138aa7f80f1/params/EPOCH b/mlruns/0/fe0c1923aac3433482465138aa7f80f1/params/EPOCH
deleted file mode 100644
index f11c82a..0000000
--- a/mlruns/0/fe0c1923aac3433482465138aa7f80f1/params/EPOCH
+++ /dev/null
@@ -1 +0,0 @@
-9
\ No newline at end of file
diff --git a/mlruns/0/fe0c1923aac3433482465138aa7f80f1/tags/mlflow.gitRepoURL b/mlruns/0/fe0c1923aac3433482465138aa7f80f1/tags/mlflow.gitRepoURL
deleted file mode 100644
index b202ceb..0000000
--- a/mlruns/0/fe0c1923aac3433482465138aa7f80f1/tags/mlflow.gitRepoURL
+++ /dev/null
@@ -1 +0,0 @@
-git@git.wmi.amu.edu.pl:s444463/ium_444463.git
\ No newline at end of file
diff --git a/mlruns/0/fe0c1923aac3433482465138aa7f80f1/tags/mlflow.project.entryPoint b/mlruns/0/fe0c1923aac3433482465138aa7f80f1/tags/mlflow.project.entryPoint
deleted file mode 100644
index 88d050b..0000000
--- a/mlruns/0/fe0c1923aac3433482465138aa7f80f1/tags/mlflow.project.entryPoint
+++ /dev/null
@@ -1 +0,0 @@
-main
\ No newline at end of file
diff --git a/mlruns/0/fe0c1923aac3433482465138aa7f80f1/tags/mlflow.project.env b/mlruns/0/fe0c1923aac3433482465138aa7f80f1/tags/mlflow.project.env
deleted file mode 100644
index 6d0eac4..0000000
--- a/mlruns/0/fe0c1923aac3433482465138aa7f80f1/tags/mlflow.project.env
+++ /dev/null
@@ -1 +0,0 @@
-docker
\ No newline at end of file
diff --git a/mlruns/0/fe0c1923aac3433482465138aa7f80f1/tags/mlflow.source.git.commit b/mlruns/0/fe0c1923aac3433482465138aa7f80f1/tags/mlflow.source.git.commit
deleted file mode 100644
index e8e5102..0000000
--- a/mlruns/0/fe0c1923aac3433482465138aa7f80f1/tags/mlflow.source.git.commit
+++ /dev/null
@@ -1 +0,0 @@
-7eddb939fc735f54ddeed50dc19390ea59c4d4df
\ No newline at end of file
diff --git a/mlruns/0/fe0c1923aac3433482465138aa7f80f1/tags/mlflow.source.git.repoURL b/mlruns/0/fe0c1923aac3433482465138aa7f80f1/tags/mlflow.source.git.repoURL
deleted file mode 100644
index b202ceb..0000000
--- a/mlruns/0/fe0c1923aac3433482465138aa7f80f1/tags/mlflow.source.git.repoURL
+++ /dev/null
@@ -1 +0,0 @@
-git@git.wmi.amu.edu.pl:s444463/ium_444463.git
\ No newline at end of file
diff --git a/mlruns/0/fe0c1923aac3433482465138aa7f80f1/tags/mlflow.source.name b/mlruns/0/fe0c1923aac3433482465138aa7f80f1/tags/mlflow.source.name
deleted file mode 100644
index a558982..0000000
--- a/mlruns/0/fe0c1923aac3433482465138aa7f80f1/tags/mlflow.source.name
+++ /dev/null
@@ -1 +0,0 @@
-file:///home/mikolaj/ai_tech/ium_444463
\ No newline at end of file
diff --git a/mlruns/0/fe0c1923aac3433482465138aa7f80f1/tags/mlflow.source.type b/mlruns/0/fe0c1923aac3433482465138aa7f80f1/tags/mlflow.source.type
deleted file mode 100644
index 53f9167..0000000
--- a/mlruns/0/fe0c1923aac3433482465138aa7f80f1/tags/mlflow.source.type
+++ /dev/null
@@ -1 +0,0 @@
-PROJECT
\ No newline at end of file
diff --git a/mlruns/0/fe0c1923aac3433482465138aa7f80f1/tags/mlflow.user b/mlruns/0/fe0c1923aac3433482465138aa7f80f1/tags/mlflow.user
deleted file mode 100644
index a04d6ea..0000000
--- a/mlruns/0/fe0c1923aac3433482465138aa7f80f1/tags/mlflow.user
+++ /dev/null
@@ -1 +0,0 @@
-mikolaj
\ No newline at end of file
diff --git a/mlruns/0/meta.yaml b/mlruns/0/meta.yaml
deleted file mode 100644
index b0c0370..0000000
--- a/mlruns/0/meta.yaml
+++ /dev/null
@@ -1,4 +0,0 @@
-artifact_location: ./mlruns/0
-experiment_id: '0'
-lifecycle_stage: active
-name: Default
diff --git a/predict.Jenkinsfile b/predict.Jenkinsfile
new file mode 100644
index 0000000..5edab61
--- /dev/null
+++ b/predict.Jenkinsfile
@@ -0,0 +1,26 @@
+pipeline {
+  	agent {
+		dockerfile true
+	}
+ parameters {
+    buildSelector(
+            defaultSelector: lastSuccessful(),
+            description: 'Which build to use for copying artifacts for predict',
+            name: 'BUILD_SELECTOR')
+            string(
+                defaultValue: '{\\"inputs\\": [400.0]}',
+                description: '',
+                name: 'EXAMPLE',
+                trim: true
+            )
+        }
+    
+    stages {
+        stage('Script') {
+            steps {
+                copyArtifacts projectName: 's444409-training/main', selector: buildParameter('BUILD_SELECTOR')
+                sh "python3 predict_other.py ${params.EXAMPLE}"
+            }
+        }
+    }
+}
\ No newline at end of file
diff --git a/predict_other.py b/predict_other.py
new file mode 100644
index 0000000..5fa9699
--- /dev/null
+++ b/predict_other.py
@@ -0,0 +1,13 @@
+import numpy as np
+import json
+import mlflow
+import sys
+
+
+model = 'mlruns/1/70439eb482b54d56b54b0ecc6f1ca96f/artifacts/s444409'
+model = mlflow.pyfunc.load_model(model)
+
+example = sys.argv[1]
+data_p = np.array([example['inputs'][0]], dtype=np.float32)
+print(10*'=' + 'PREDICTIONS' + 10*'=')
+print({model.predict(data_p)})
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
index 8b8f746..e91818e 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,3 +1,5 @@
+wheel
+Pillow
 pandas
 numpy 
 kaggle