final commit i guess

mlruns/0/24e424dedaad4645b9d7bd5b0dd826ca/artifacts/vgsales_model.h5/MLmodel

@@ -0,0 +1,14 @@
+artifact_path: vgsales_model.h5
+flavors:
+  keras:
+    data: data
+    keras_module: tensorflow.keras
+    keras_version: 2.4.0
+    save_format: tf
+  python_function:
+    data: data
+    env: conda.yaml
+    loader_module: mlflow.keras
+    python_version: 3.8.5
+run_id: 24e424dedaad4645b9d7bd5b0dd826ca
+utc_time_created: '2021-05-17 10:38:48.722780'

mlruns/0/24e424dedaad4645b9d7bd5b0dd826ca/artifacts/vgsales_model.h5/conda.yaml

@@ -0,0 +1,10 @@
+channels:
+- defaults
+- conda-forge
+dependencies:
+- python=3.8.5
+- pip
+- pip:
+  - mlflow
+  - tensorflow==2.4.1
+name: mlflow-env

mlruns/0/24e424dedaad4645b9d7bd5b0dd826ca/artifacts/vgsales_model.h5/data/keras_module.txt

@@ -0,0 +1 @@
+tensorflow.keras

mlruns/0/24e424dedaad4645b9d7bd5b0dd826ca/artifacts/vgsales_model.h5/data/save_format.txt

@@ -0,0 +1 @@
+tf

mlruns/0/24e424dedaad4645b9d7bd5b0dd826ca/meta.yaml

@@ -0,0 +1,15 @@
+artifact_uri: file:///home/tomasz/IUM/ium_434695/mlruns/0/24e424dedaad4645b9d7bd5b0dd826ca/artifacts
+end_time: 1621247929620
+entry_point_name: ''
+experiment_id: '0'
+lifecycle_stage: active
+name: ''
+run_id: 24e424dedaad4645b9d7bd5b0dd826ca
+run_uuid: 24e424dedaad4645b9d7bd5b0dd826ca
+source_name: ''
+source_type: 4
+source_version: ''
+start_time: 1621247902981
+status: 3
+tags: []
+user_id: tomasz

mlruns/0/24e424dedaad4645b9d7bd5b0dd826ca/metrics/rmse

@@ -0,0 +1 @@
+1621247928720 0.032181188679670125 0

mlruns/0/24e424dedaad4645b9d7bd5b0dd826ca/params/batch_size

@@ -0,0 +1 @@
+16

mlruns/0/24e424dedaad4645b9d7bd5b0dd826ca/params/epochs

@@ -0,0 +1 @@
+15

mlruns/0/24e424dedaad4645b9d7bd5b0dd826ca/tags/mlflow.log-model.history

@@ -0,0 +1 @@
+[{"run_id": "24e424dedaad4645b9d7bd5b0dd826ca", "artifact_path": "vgsales_model.h5", "utc_time_created": "2021-05-17 10:38:48.722780", "flavors": {"keras": {"keras_module": "tensorflow.keras", "keras_version": "2.4.0", "save_format": "tf", "data": "data"}, "python_function": {"loader_module": "mlflow.keras", "python_version": "3.8.5", "data": "data", "env": "conda.yaml"}}}]

mlruns/0/24e424dedaad4645b9d7bd5b0dd826ca/tags/mlflow.source.git.commit

@@ -0,0 +1 @@
+3725a34755f266ea631bf115a1499767f27fbb01

mlruns/0/24e424dedaad4645b9d7bd5b0dd826ca/tags/mlflow.source.name

@@ -0,0 +1 @@
+/home/tomasz/IUM/ium_434695/vgsales-mlflow.py

mlruns/0/24e424dedaad4645b9d7bd5b0dd826ca/tags/mlflow.source.type

@@ -0,0 +1 @@
+LOCAL

mlruns/0/24e424dedaad4645b9d7bd5b0dd826ca/tags/mlflow.user

@@ -0,0 +1 @@
+tomasz

mlruns/0/meta.yaml

@@ -0,0 +1,4 @@
+artifact_location: file:///home/tomasz/IUM/ium_434695/mlruns/0
+experiment_id: '0'
+lifecycle_stage: active
+name: Default

vgsales-mlflow.py

@@ -1,5 +1,5 @@
 import sys
-from keras.backend import batch_dot, mean
+from tensorflow.keras.backend import batch_dot, mean
 import pandas as pd
 import numpy as np
 from six import int2byte