diff --git a/.gitignore b/.gitignore
index 4d341ae..843684d 100644
--- a/.gitignore
+++ b/.gitignore
@@ -144,7 +144,6 @@ venv.bak/
 # mkdocs documentation
 **/site/
 **/sdk-docs-site/
-geospatial-studio-sdk/docs/examples/
 
 # mypy
 .mypy_cache/
@@ -176,4 +175,7 @@ resources.qrc
 *.geostudio_apikey*
 tasks/
 *.geostudio_config_file*
+
+# tune-tasks folder
+**/tune-tasks/
 geospatial-studio-sdk/docs/examples/
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 31ca84a..3b0b516 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,6 +3,20 @@
 
 
 repos:
+  - repo: https://github.com/ibm/detect-secrets
+      # If you desire to use a specific version of detect-secrets, you can replace `master` with other git revisions such as branch, tag or commit sha.
+      # You are encouraged to use static refs such as tags, instead of branch name
+      #
+      # Running "pre-commit autoupdate" automatically updates rev to latest tag
+    rev: 0.13.1+ibm.62.dss
+    hooks:
+      - id: detect-secrets # pragma: whitelist secret
+        # Add options for detect-secrets-hook binary. You can run `detect-secrets-hook --help` to list out all possible options.
+        # You may also run `pre-commit run detect-secrets` to preview the scan result.
+        # when "--baseline" without "--use-all-plugins", pre-commit scan with just plugins in baseline file
+        # when "--baseline" with "--use-all-plugins", pre-commit scan with all available plugins
+        # add "--fail-on-unaudited" to fail pre-commit for unaudited potential secrets
+        args: [--baseline, .secrets.baseline, --use-all-plugins]
   - repo: https://github.com/pre-commit/pre-commit-hooks
     rev: v4.4.0
     hooks:
diff --git a/examples/dataset-onboarding/001-Introduction-to-Onboarding-Tuning-Data.ipynb b/examples/dataset-onboarding/001-Introduction-to-Onboarding-Tuning-Data.ipynb
index fc2a229..53b9fb9 100644
--- a/examples/dataset-onboarding/001-Introduction-to-Onboarding-Tuning-Data.ipynb
+++ b/examples/dataset-onboarding/001-Introduction-to-Onboarding-Tuning-Data.ipynb
@@ -15,7 +15,7 @@
    "source": [
     "# 001-Introduction-to-Onboarding-Tuning-Data\n",
     "\n",
-    "Download [001-Introduction-to-Onboarding-Tuning-Data.ipynb](001-Introduction-to-Onboarding-Tuning-Data.ipynb) notebook and try it out\n",
+    "<a href=\"./001-Introduction-to-Onboarding-Tuning-Data.ipynb\" download=\"001-Introduction-to-Onboarding-Tuning-Data.ipynb\">📥 Download 001-Introduction-to-Onboarding-Tuning-Data.ipynb</a> and try it out\n",
     "\n",
     "## Introduction\n",
     "This notebook is intended to be a guide to onboarding a new fine-tuning dataset Geospatial Studio using the python SDK.\n",
diff --git a/examples/e2e-walkthroughs/GeospatialStudio-Walkthrough-BurnScars.ipynb b/examples/e2e-walkthroughs/GeospatialStudio-Walkthrough-BurnScars.ipynb
index 3eb6ec1..f24803f 100644
--- a/examples/e2e-walkthroughs/GeospatialStudio-Walkthrough-BurnScars.ipynb
+++ b/examples/e2e-walkthroughs/GeospatialStudio-Walkthrough-BurnScars.ipynb
@@ -7,7 +7,7 @@
    "source": [
     "# Mapping wildfire burn scars using HLS data\n",
     "\n",
-    "Download [GeospatialStudio-Walkthrough-BurnScars.ipynb](GeospatialStudio-Walkthrough-BurnScars.ipynb) notebook and try it out\n",
+    "<a href=\"./GeospatialStudio-Walkthrough-BurnScars.ipynb\" download=\"GeospatialStudio-Walkthrough-BurnScars.ipynb\">📥 Download GeospatialStudio-Walkthrough-BurnScars.ipynb</a> and try it out\n",
     "\n",
     "Imagine that you work in disaster response and need a rapid way to map the extent areas burned by wildfires.  You need to do this in an automated, scalable manner.  We can achieve this using an AI model which ingests satellite data (in this instance the NASA Harmonized Landsat Sentinel2 dataset) and outputs a map of burned area.  We could potentially then integrate the burned area extent with details of infrastructure or assets to quantify impact.\n",
     "\n",
diff --git a/examples/e2e-walkthroughs/GeospatialStudio-Walkthrough-Flooding.ipynb b/examples/e2e-walkthroughs/GeospatialStudio-Walkthrough-Flooding.ipynb
index 726847d..5344476 100644
--- a/examples/e2e-walkthroughs/GeospatialStudio-Walkthrough-Flooding.ipynb
+++ b/examples/e2e-walkthroughs/GeospatialStudio-Walkthrough-Flooding.ipynb
@@ -6,7 +6,7 @@
    "source": [
     "# Mapping flooding using an AI flood model\n",
     "\n",
-    "Download [GeospatialStudio-Walkthrough-Flooding.ipynb](GeospatialStudio-Walkthrough-Flooding.ipynb) notebook and try it out\n",
+    "<a href=\"./GeospatialStudio-Walkthrough-Flooding.ipynb\" download=\"GeospatialStudio-Walkthrough-Flooding.ipynb\">📥 Download GeospatialStudio-Walkthrough-Flooding.ipynb</a> and try it out\n",
     "\n",
     "Assume you are interested in mapping flooding, traditionally you might have either relied on on-the-ground mapping, or possibly for manual analysis of remote-sensing imagery (i.e. satellite or UAV). In order to scale up these efforts and operationalise, we need a way to automate the extraction of flood extent from satellite imagery. This is where we turn to AI models. \n",
     "\n",
diff --git a/examples/fine-tuning/001-Introduction-to-Finetuning.ipynb b/examples/fine-tuning/001-Introduction-to-Finetuning.ipynb
index d2a30b7..ce9e13b 100644
--- a/examples/fine-tuning/001-Introduction-to-Finetuning.ipynb
+++ b/examples/fine-tuning/001-Introduction-to-Finetuning.ipynb
@@ -7,7 +7,7 @@
    "source": [
     "# 001-Introduction-to-Finetuning\n",
     "\n",
-    "Download [001-Introduction-to-Finetuning.ipynb](001-Introduction-to-Finetuning.ipynb) notebook and try it out\n",
+    "<a href=\"./001-Introduction-to-Finetuning.ipynb\" download=\"001-Introduction-to-Finetuning.ipynb\">📥 Download 001-Introduction-to-Finetuning.ipynb</a> and try it out\n",
     "\n",
     "## Introduction\n",
     "This notebook is intended to be an introduction to using the python SDK to fine-tune a new model from a geospatial foundation model backbone using the Geospatial Studio.\n",
diff --git a/examples/fine-tuning/002-Upload-Complete-Tune-Artifacts.ipynb b/examples/fine-tuning/002-Upload-Complete-Tune-Artifacts.ipynb
index 4a2ee67..b77a24e 100644
--- a/examples/fine-tuning/002-Upload-Complete-Tune-Artifacts.ipynb
+++ b/examples/fine-tuning/002-Upload-Complete-Tune-Artifacts.ipynb
@@ -7,7 +7,7 @@
    "source": [
     "# 002-Upload-Completed-Tune-Artifacts\n",
     "\n",
-    "Download [002-Upload-Complete-Tune-Artifacts.ipynb](002-Upload-Complete-Tune-Artifacts.ipynb) notebook and try it out\n",
+    "<a href=\"./002-Upload-Complete-Tune-Artifacts.ipynb\" download=\"002-Upload-Complete-Tune-Artifacts.ipynb\">📥 Download 002-Upload-Complete-Tune-Artifacts.ipynb</a> and try it out\n",
     "\n",
     "\n",
     "## Introduction\n",
diff --git a/examples/fine-tuning/003-Terratorch-Iterate.ipynb b/examples/fine-tuning/003-Terratorch-Iterate.ipynb
index fe703dd..83f0be8 100644
--- a/examples/fine-tuning/003-Terratorch-Iterate.ipynb
+++ b/examples/fine-tuning/003-Terratorch-Iterate.ipynb
@@ -7,6 +7,8 @@
    "source": [
     "# FineTuning: HPO With Terratorch Iterate\n",
     "\n",
+    "<a href=\"./003-Terratorch-Iterate.ipynb\" download=\"003-Terratorch-Iterate.ipynb\">📥 Download 003-Terratorch-Iterate.ipynb</a> and try it out\n",
+    "\n",
     "\n",
     "## Introduction\n",
     "\n",
diff --git a/examples/fine-tuning/004-Create-User-Defined-Tuning-Templates.ipynb b/examples/fine-tuning/004-Create-User-Defined-Tuning-Templates.ipynb
index 07d3058..85380c7 100644
--- a/examples/fine-tuning/004-Create-User-Defined-Tuning-Templates.ipynb
+++ b/examples/fine-tuning/004-Create-User-Defined-Tuning-Templates.ipynb
@@ -15,7 +15,7 @@
    "source": [
     "# 004-Create-User-Defined-Tuning-Templates\n",
     "\n",
-    "Download [004-Create-User-Defined-Tuning-Templates.ipynb](004-Create-User-Defined-Tuning-Templates.ipynb) notebook and try it out.\n",
+    "<a href=\"./004-Create-User-Defined-Tuning-Templates.ipynb\" download=\"004-Create-User-Defined-Tuning-Templates.ipynb\">📥 Download 004-Create-User-Defined-Tuning-Templates.ipynb</a> and try it out\n",
     "\n",
     "## Introduction\n",
     "This notebook is intended to be an introduction to creating and managing Tuning templates using the Geospatial Studio SDK.  The tutorial assumes the user wishes to use an existing template and data in the studio. \n",
diff --git a/examples/inference/001-Introduction-to-Inferencing.ipynb b/examples/inference/001-Introduction-to-Inferencing.ipynb
index 28c2cf7..89ebc3b 100644
--- a/examples/inference/001-Introduction-to-Inferencing.ipynb
+++ b/examples/inference/001-Introduction-to-Inferencing.ipynb
@@ -7,7 +7,7 @@
    "source": [
     "# 001-Introduction-to-Inferencing\n",
     "\n",
-    "Download [001-Introduction-to-Inferencing.ipynb](001-Introduction-to-Inferencing.ipynb) notebook and try it out\n",
+    "<a href=\"./001-Introduction-to-Inferencing.ipynb\" download=\"001-Introduction-to-Inferencing.ipynb\">📥 Download 001-Introduction-to-Inferencing.ipynb</a> and try it out\n",
     "\n",
     "## Introduction\n",
     "This notebook is meant for someone with minimal knowledge of Geospatial, to be able to meaningfully use the most important functions of the Geospatial Studio SDK to run a model.\n",
diff --git a/examples/inference/002-Add-Precomputed-Examples.ipynb b/examples/inference/002-Add-Precomputed-Examples.ipynb
index 843f0b4..3b48271 100644
--- a/examples/inference/002-Add-Precomputed-Examples.ipynb
+++ b/examples/inference/002-Add-Precomputed-Examples.ipynb
@@ -7,7 +7,7 @@
    "source": [
     "# 002-Add-Precomputed-Examples\n",
     "\n",
-    "Download [002-Add-Precomputed-Examples.ipynb](002-Add-Precomputed-Examples.ipynb) notebook and try it out\n",
+    "<a href=\"./002-Add-Precomputed-Examples.ipynb\" download=\"002-Add-Precomputed-Examples.ipynb\">📥 Download 002-Add-Precomputed-Examples.ipynb</a> and try it out\n",
     "\n",
     "## Introduction\n",
     "This notebook is meant for someone with minimal knowledge, to be able to meaningfully use the most important functions of the Geospatial SDK.\n",
diff --git a/examples/inference/003-Running-inferences-with-extra-pipeline-steps.ipynb b/examples/inference/003-Running-inferences-with-extra-pipeline-steps.ipynb
index 38bc0ef..65227bb 100644
--- a/examples/inference/003-Running-inferences-with-extra-pipeline-steps.ipynb
+++ b/examples/inference/003-Running-inferences-with-extra-pipeline-steps.ipynb
@@ -7,7 +7,7 @@
    "source": [
     "# 003-Running-inferences-with-extra-pipeline-steps\n",
     "\n",
-    "Download [003-Running-inferences-with-extra-pipeline-steps](003-Running-inferences-with-extra-pipeline-steps.ipynb) notebook and try it out\n",
+    "<a href=\"./003-Running-inferences-with-extra-pipeline-steps\" download=\"003-Running-inferences-with-extra-pipeline-steps\">📥 Download 003-Running-inferences-with-extra-pipeline-steps</a> and try it out\n",
     "\n",
     "## Introduction\n",
     "This notebook is meant for someone with minimal knowledge, to be able to meaningfully use the most important functions of the Geospatial SDK.\n",
diff --git a/examples/sample_files/burnscars-iterate-hpo.yaml b/examples/sample_files/burnscars-iterate-hpo.yaml
index b968fcd..d8aa6e0 100644
--- a/examples/sample_files/burnscars-iterate-hpo.yaml
+++ b/examples/sample_files/burnscars-iterate-hpo.yaml
@@ -12,13 +12,7 @@ defaults:
   trainer_args:
     accelerator: gpu
     log_every_n_steps: 1
-    logger:
-      class_path: lightning.pytorch.loggers.mlflow.MLFlowLogger
-      init_args:
-        experiment_name: prithvi-eo2
-        run_name: prithvi-eo2-burnscars
-        save_dir: /working/mlflow
-        tracking_uri: https://gfm-mlflow-internal-nasageospatial-dev.cash.sl.cloud9.ibm.com
+    logger: true
     max_epochs: 4
 experiment_name: test_geotune-burnscars-config
 n_trials: 4
diff --git a/examples/sample_files/example-terratorch-config.yaml b/examples/sample_files/example-terratorch-config.yaml
index 9c42337..4862c4e 100644
--- a/examples/sample_files/example-terratorch-config.yaml
+++ b/examples/sample_files/example-terratorch-config.yaml
@@ -10,15 +10,7 @@ trainer:
   devices: auto
   num_nodes: 1
   precision: 16-mixed
-  logger:
-    class_path: lightning.pytorch.loggers.mlflow.MLFlowLogger
-    init_args:
-      experiment_name: geotune-5vmhksvpy4tg6bm957fw8k # Future version, chnage this to user / email
-      run_name: "Test tune 1"    # Future version, chnage this to tune_id
-      save_dir: /geotunes/tune-tasks/geotune-5vmhksvpy4tg6bm957fw8k/mlflow
-      tags:
-        email: Catherine.Wanjiru@ibm.com
-        name: Catherine.Wanjiru
+  logger: true
 
   callbacks:
     - class_path: RichProgressBar
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/meta.yaml b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/meta.yaml
deleted file mode 100644
index b72c0e2..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/meta.yaml
+++ /dev/null
@@ -1,18 +0,0 @@
-# © Copyright IBM Corporation 2025
-# SPDX-License-Identifier: Apache-2.0
-
-
-artifact_uri: /geotunes/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/artifacts
-end_time: 1758705849103
-entry_point_name: ''
-experiment_id: '201622622176987258'
-lifecycle_stage: active
-run_id: 03e8ad57d953415f8c29f473e32e5e0a
-run_name: geotune-qokd9fqyuhxbgyyiuurpxu_3
-source_name: ''
-source_type: 4
-source_version: ''
-start_time: 1758705180795
-status: 3
-tags: []
-user_id: '1001810000'
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/Accuracy b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/Accuracy
deleted file mode 100644
index 32a396b..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/Accuracy
+++ /dev/null
@@ -1 +0,0 @@
-1758705832513 0.8053225874900818 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/Class_Accuracy_0 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/Class_Accuracy_0
deleted file mode 100644
index 13532ec..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/Class_Accuracy_0
+++ /dev/null
@@ -1 +0,0 @@
-1758705833944 0.9911272525787354 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/Class_Accuracy_1 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/Class_Accuracy_1
deleted file mode 100644
index 090992b..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/Class_Accuracy_1
+++ /dev/null
@@ -1 +0,0 @@
-1758705835400 0.6195179224014282 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/Class_Accuracy_2 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/Class_Accuracy_2
deleted file mode 100644
index d6ecaf0..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/Class_Accuracy_2
+++ /dev/null
@@ -1 +0,0 @@
-1758705836776 0.0 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/F1_Score b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/F1_Score
deleted file mode 100644
index 1c97d74..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/F1_Score
+++ /dev/null
@@ -1 +0,0 @@
-1758705838254 0.8527191877365112 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/IoU_0 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/IoU_0
deleted file mode 100644
index 316f1f7..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/IoU_0
+++ /dev/null
@@ -1 +0,0 @@
-1758705839571 0.9312254190444946 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/IoU_1 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/IoU_1
deleted file mode 100644
index aec5abe..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/IoU_1
+++ /dev/null
@@ -1 +0,0 @@
-1758705840940 0.5886256694793701 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/IoU_2 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/IoU_2
deleted file mode 100644
index 0b05ec2..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/IoU_2
+++ /dev/null
@@ -1 +0,0 @@
-1758705842354 0.0 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/Pixel_Accuracy b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/Pixel_Accuracy
deleted file mode 100644
index 013fd73..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/Pixel_Accuracy
+++ /dev/null
@@ -1 +0,0 @@
-1758705843841 0.9373870491981506 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/loss b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/loss
deleted file mode 100644
index 096f054..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/loss
+++ /dev/null
@@ -1 +0,0 @@
-1758705845395 0.3106439411640167 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/mIoU b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/mIoU
deleted file mode 100644
index a7d01cd..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/mIoU
+++ /dev/null
@@ -1 +0,0 @@
-1758705846817 0.7599255442619324 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/mIoU_Micro b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/mIoU_Micro
deleted file mode 100644
index 3ec5e7e..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/best_step_val/mIoU_Micro
+++ /dev/null
@@ -1 +0,0 @@
-1758705848383 0.8821528553962708 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/epoch b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/epoch
deleted file mode 100644
index b4d7b36..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/epoch
+++ /dev/null
@@ -1,488 +0,0 @@
-1758705342504 0.0 0
-1758705342998 0.0 1
-1758705343766 0.0 2
-1758705344128 0.0 3
-1758705345324 0.0 4
-1758705345728 0.0 5
-1758705346551 0.0 6
-1758705347053 0.0 7
-1758705347913 0.0 8
-1758705348282 0.0 9
-1758705349249 0.0 10
-1758705349743 0.0 11
-1758705350647 0.0 12
-1758705351059 0.0 13
-1758705352091 0.0 14
-1758705352538 0.0 15
-1758705353515 0.0 16
-1758705353875 0.0 17
-1758705354911 0.0 18
-1758705355267 0.0 19
-1758705356256 0.0 20
-1758705356697 0.0 21
-1758705357602 0.0 22
-1758705357961 0.0 23
-1758705359060 0.0 24
-1758705359543 0.0 25
-1758705360474 0.0 26
-1758705360837 0.0 27
-1758705362160 0.0 28
-1758705362616 0.0 29
-1758705363547 0.0 30
-1758705364073 0.0 31
-1758705364920 0.0 32
-1758705365277 0.0 33
-1758705366286 0.0 34
-1758705366708 0.0 35
-1758705367692 0.0 36
-1758705368128 0.0 37
-1758705369441 0.0 38
-1758705369885 0.0 39
-1758705370768 0.0 40
-1758705371281 0.0 41
-1758705372333 0.0 42
-1758705372861 0.0 43
-1758705373894 0.0 44
-1758705374347 0.0 45
-1758705375488 0.0 46
-1758705375942 0.0 47
-1758705376858 0.0 48
-1758705377217 0.0 49
-1758705378444 0.0 50
-1758705378805 0.0 51
-1758705379937 0.0 52
-1758705380301 0.0 53
-1758705381419 0.0 54
-1758705381783 0.0 55
-1758705382906 0.0 56
-1758705383290 0.0 57
-1758705384390 0.0 58
-1758705384776 0.0 59
-1758705385832 0.0 60
-1758705386257 0.0 61
-1758705387346 0.0 62
-1758705387738 0.0 63
-1758705388901 0.0 64
-1758705389456 0.0 65
-1758705390479 0.0 66
-1758705390850 0.0 67
-1758705392260 0.0 68
-1758705392643 0.0 69
-1758705393716 0.0 70
-1758705394120 0.0 71
-1758705395475 0.0 72
-1758705395891 0.0 73
-1758705397004 0.0 74
-1758705397529 0.0 75
-1758705398429 0.0 76
-1758705399065 0.0 77
-1758705400027 0.0 78
-1758705400524 0.0 79
-1758705401705 0.0 80
-1758705402097 0.0 81
-1758705403330 0.0 82
-1758705403699 0.0 83
-1758705404742 0.0 84
-1758705405276 0.0 85
-1758705406289 0.0 86
-1758705406683 0.0 87
-1758705407977 0.0 88
-1758705408493 0.0 89
-1758705409525 0.0 90
-1758705409876 0.0 91
-1758705410985 0.0 92
-1758705411458 0.0 93
-1758705412476 0.0 94
-1758705413001 0.0 95
-1758705414057 0.0 96
-1758705414517 0.0 97
-1758705415409 0.0 98
-1758705415822 0.0 99
-1758705416864 0.0 100
-1758705417239 0.0 101
-1758705418218 0.0 102
-1758705418639 0.0 103
-1758705419706 0.0 104
-1758705420091 0.0 105
-1758705421229 0.0 106
-1758705421738 0.0 107
-1758705422765 0.0 108
-1758705423148 0.0 109
-1758705424272 0.0 110
-1758705424665 0.0 111
-1758705425490 0.0 112
-1758705425873 0.0 113
-1758705426982 0.0 114
-1758705427539 0.0 115
-1758705428638 0.0 116
-1758705429115 0.0 117
-1758705430107 0.0 118
-1758705430574 0.0 119
-1758705460321 0.0 119
-1758705460976 0.0 119
-1758705464058 1.0 120
-1758705464428 1.0 121
-1758705465293 1.0 122
-1758705465670 1.0 123
-1758705466654 1.0 124
-1758705467026 1.0 125
-1758705468022 1.0 126
-1758705468515 1.0 127
-1758705469341 1.0 128
-1758705469723 1.0 129
-1758705470748 1.0 130
-1758705471223 1.0 131
-1758705472169 1.0 132
-1758705472679 1.0 133
-1758705473601 1.0 134
-1758705473960 1.0 135
-1758705474999 1.0 136
-1758705475364 1.0 137
-1758705476329 1.0 138
-1758705476818 1.0 139
-1758705477689 1.0 140
-1758705478076 1.0 141
-1758705478967 1.0 142
-1758705479371 1.0 143
-1758705480518 1.0 144
-1758705480888 1.0 145
-1758705481758 1.0 146
-1758705482132 1.0 147
-1758705483041 1.0 148
-1758705483470 1.0 149
-1758705484561 1.0 150
-1758705484928 1.0 151
-1758705485821 1.0 152
-1758705486182 1.0 153
-1758705487136 1.0 154
-1758705487602 1.0 155
-1758705488442 1.0 156
-1758705488905 1.0 157
-1758705489807 1.0 158
-1758705490177 1.0 159
-1758705491194 1.0 160
-1758705491584 1.0 161
-1758705492569 1.0 162
-1758705492949 1.0 163
-1758705494022 1.0 164
-1758705494398 1.0 165
-1758705495360 1.0 166
-1758705495734 1.0 167
-1758705496706 1.0 168
-1758705497083 1.0 169
-1758705498105 1.0 170
-1758705498461 1.0 171
-1758705499533 1.0 172
-1758705500054 1.0 173
-1758705501026 1.0 174
-1758705501565 1.0 175
-1758705502607 1.0 176
-1758705502966 1.0 177
-1758705503982 1.0 178
-1758705504409 1.0 179
-1758705505483 1.0 180
-1758705505851 1.0 181
-1758705506696 1.0 182
-1758705507067 1.0 183
-1758705507986 1.0 184
-1758705508351 1.0 185
-1758705509326 1.0 186
-1758705509823 1.0 187
-1758705510745 1.0 188
-1758705511189 1.0 189
-1758705512292 1.0 190
-1758705512837 1.0 191
-1758705513753 1.0 192
-1758705514134 1.0 193
-1758705515062 1.0 194
-1758705515986 1.0 195
-1758705516512 1.0 196
-1758705517819 1.0 197
-1758705518434 1.0 198
-1758705519578 1.0 199
-1758705519954 1.0 200
-1758705520863 1.0 201
-1758705521420 1.0 202
-1758705522377 1.0 203
-1758705522834 1.0 204
-1758705523920 1.0 205
-1758705524274 1.0 206
-1758705525265 1.0 207
-1758705525707 1.0 208
-1758705527036 1.0 209
-1758705527417 1.0 210
-1758705528233 1.0 211
-1758705528728 1.0 212
-1758705529669 1.0 213
-1758705530055 1.0 214
-1758705531179 1.0 215
-1758705531714 1.0 216
-1758705532788 1.0 217
-1758705533267 1.0 218
-1758705534368 1.0 219
-1758705534860 1.0 220
-1758705535794 1.0 221
-1758705536320 1.0 222
-1758705537263 1.0 223
-1758705537812 1.0 224
-1758705538697 1.0 225
-1758705539219 1.0 226
-1758705540176 1.0 227
-1758705540659 1.0 228
-1758705541882 1.0 229
-1758705542419 1.0 230
-1758705543501 1.0 231
-1758705544237 1.0 232
-1758705545439 1.0 233
-1758705545849 1.0 234
-1758705547076 1.0 235
-1758705547568 1.0 236
-1758705548512 1.0 237
-1758705548912 1.0 238
-1758705549593 1.0 239
-1758705580966 1.0 239
-1758705581641 1.0 239
-1758705584686 2.0 240
-1758705585208 2.0 241
-1758705586007 2.0 242
-1758705586371 2.0 243
-1758705587574 2.0 244
-1758705587967 2.0 245
-1758705588843 2.0 246
-1758705589201 2.0 247
-1758705590285 2.0 248
-1758705590810 2.0 249
-1758705591897 2.0 250
-1758705592256 2.0 251
-1758705593148 2.0 252
-1758705593527 2.0 253
-1758705594534 2.0 254
-1758705595018 2.0 255
-1758705595881 2.0 256
-1758705596394 2.0 257
-1758705597313 2.0 258
-1758705597851 2.0 259
-1758705598761 2.0 260
-1758705599221 2.0 261
-1758705600138 2.0 262
-1758705600614 2.0 263
-1758705601506 2.0 264
-1758705601990 2.0 265
-1758705602814 2.0 266
-1758705603292 2.0 267
-1758705604352 2.0 268
-1758705604732 2.0 269
-1758705605613 2.0 270
-1758705605984 2.0 271
-1758705607023 2.0 272
-1758705607522 2.0 273
-1758705608392 2.0 274
-1758705608868 2.0 275
-1758705609736 2.0 276
-1758705610229 2.0 277
-1758705611149 2.0 278
-1758705611627 2.0 279
-1758705612448 2.0 280
-1758705612934 2.0 281
-1758705613742 2.0 282
-1758705614227 2.0 283
-1758705615116 2.0 284
-1758705615612 2.0 285
-1758705616497 2.0 286
-1758705617002 2.0 287
-1758705617888 2.0 288
-1758705618283 2.0 289
-1758705619324 2.0 290
-1758705619817 2.0 291
-1758705620673 2.0 292
-1758705621159 2.0 293
-1758705622061 2.0 294
-1758705622522 2.0 295
-1758705623424 2.0 296
-1758705623899 2.0 297
-1758705624837 2.0 298
-1758705625321 2.0 299
-1758705626234 2.0 300
-1758705626687 2.0 301
-1758705627577 2.0 302
-1758705628079 2.0 303
-1758705628941 2.0 304
-1758705629423 2.0 305
-1758705630378 2.0 306
-1758705630820 2.0 307
-1758705631847 2.0 308
-1758705632229 2.0 309
-1758705633008 2.0 310
-1758705633385 2.0 311
-1758705635113 2.0 312
-1758705635467 2.0 313
-1758705636289 2.0 314
-1758705636654 2.0 315
-1758705637541 2.0 316
-1758705638188 2.0 317
-1758705639170 2.0 318
-1758705639680 2.0 319
-1758705640540 2.0 320
-1758705641018 2.0 321
-1758705641952 2.0 322
-1758705642433 2.0 323
-1758705643421 2.0 324
-1758705643862 2.0 325
-1758705644968 2.0 326
-1758705645441 2.0 327
-1758705646566 2.0 328
-1758705647044 2.0 329
-1758705648047 2.0 330
-1758705648422 2.0 331
-1758705649525 2.0 332
-1758705649882 2.0 333
-1758705651164 2.0 334
-1758705651684 2.0 335
-1758705652787 2.0 336
-1758705653180 2.0 337
-1758705654218 2.0 338
-1758705654694 2.0 339
-1758705655648 2.0 340
-1758705656121 2.0 341
-1758705657072 2.0 342
-1758705657564 2.0 343
-1758705658661 2.0 344
-1758705659143 2.0 345
-1758705660360 2.0 346
-1758705660785 2.0 347
-1758705662199 2.0 348
-1758705662706 2.0 349
-1758705663618 2.0 350
-1758705664036 2.0 351
-1758705665435 2.0 352
-1758705666040 2.0 353
-1758705666979 2.0 354
-1758705667456 2.0 355
-1758705668362 2.0 356
-1758705668775 2.0 357
-1758705669878 2.0 358
-1758705670256 2.0 359
-1758705702397 2.0 359
-1758705703182 2.0 359
-1758705706406 3.0 360
-1758705706778 3.0 361
-1758705707679 3.0 362
-1758705708167 3.0 363
-1758705709086 3.0 364
-1758705709454 3.0 365
-1758705710448 3.0 366
-1758705710913 3.0 367
-1758705711838 3.0 368
-1758705712337 3.0 369
-1758705713259 3.0 370
-1758705713757 3.0 371
-1758705714650 3.0 372
-1758705715171 3.0 373
-1758705716087 3.0 374
-1758705716467 3.0 375
-1758705717517 3.0 376
-1758705718031 3.0 377
-1758705718920 3.0 378
-1758705719375 3.0 379
-1758705720393 3.0 380
-1758705720841 3.0 381
-1758705721686 3.0 382
-1758705722159 3.0 383
-1758705723080 3.0 384
-1758705723742 3.0 385
-1758705724613 3.0 386
-1758705725105 3.0 387
-1758705725978 3.0 388
-1758705726357 3.0 389
-1758705727363 3.0 390
-1758705727870 3.0 391
-1758705728811 3.0 392
-1758705729307 3.0 393
-1758705730207 3.0 394
-1758705730702 3.0 395
-1758705731618 3.0 396
-1758705732099 3.0 397
-1758705733064 3.0 398
-1758705733419 3.0 399
-1758705734448 3.0 400
-1758705734905 3.0 401
-1758705735762 3.0 402
-1758705736237 3.0 403
-1758705737083 3.0 404
-1758705737542 3.0 405
-1758705738403 3.0 406
-1758705738759 3.0 407
-1758705739706 3.0 408
-1758705740089 3.0 409
-1758705740988 3.0 410
-1758705741436 3.0 411
-1758705742299 3.0 412
-1758705742658 3.0 413
-1758705743630 3.0 414
-1758705743995 3.0 415
-1758705745194 3.0 416
-1758705745583 3.0 417
-1758705746451 3.0 418
-1758705746914 3.0 419
-1758705747755 3.0 420
-1758705748198 3.0 421
-1758705748996 3.0 422
-1758705749361 3.0 423
-1758705750292 3.0 424
-1758705750678 3.0 425
-1758705751656 3.0 426
-1758705752032 3.0 427
-1758705752935 3.0 428
-1758705753407 3.0 429
-1758705754317 3.0 430
-1758705754713 3.0 431
-1758705755678 3.0 432
-1758705756070 3.0 433
-1758705757073 3.0 434
-1758705757555 3.0 435
-1758705758412 3.0 436
-1758705758877 3.0 437
-1758705759798 3.0 438
-1758705760319 3.0 439
-1758705761313 3.0 440
-1758705761813 3.0 441
-1758705762749 3.0 442
-1758705763207 3.0 443
-1758705764127 3.0 444
-1758705764652 3.0 445
-1758705765488 3.0 446
-1758705766009 3.0 447
-1758705767192 3.0 448
-1758705767583 3.0 449
-1758705768496 3.0 450
-1758705768869 3.0 451
-1758705770071 3.0 452
-1758705770588 3.0 453
-1758705771716 3.0 454
-1758705772203 3.0 455
-1758705773133 3.0 456
-1758705773524 3.0 457
-1758705774617 3.0 458
-1758705775133 3.0 459
-1758705776051 3.0 460
-1758705776532 3.0 461
-1758705777533 3.0 462
-1758705778054 3.0 463
-1758705778973 3.0 464
-1758705779546 3.0 465
-1758705780569 3.0 466
-1758705781174 3.0 467
-1758705782219 3.0 468
-1758705782642 3.0 469
-1758705783724 3.0 470
-1758705784118 3.0 471
-1758705785402 3.0 472
-1758705785929 3.0 473
-1758705787194 3.0 474
-1758705787602 3.0 475
-1758705788640 3.0 476
-1758705789045 3.0 477
-1758705790212 3.0 478
-1758705790583 3.0 479
-1758705822053 3.0 479
-1758705822890 3.0 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/lr-AdamW b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/lr-AdamW
deleted file mode 100644
index b0c9cc8..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/lr-AdamW
+++ /dev/null
@@ -1,4 +0,0 @@
-1758705340240 0.00030955055695576733 0
-1758705461620 0.00030955055695576733 120
-1758705582219 0.00030955055695576733 240
-1758705703845 0.00030955055695576733 360
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/system/cpu_utilization_percentage b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/system/cpu_utilization_percentage
deleted file mode 100644
index ff8bfe6..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/system/cpu_utilization_percentage
+++ /dev/null
@@ -1,55 +0,0 @@
-1758705195521 3.7 0
-1758705209367 2.9 1
-1758705221965 3.6 2
-1758705235043 3.5 3
-1758705248743 3.9 4
-1758705262645 3.6 5
-1758705276268 3.3 6
-1758705289634 3.0 7
-1758705303098 4.6 8
-1758705316728 3.4 9
-1758705330692 4.2 10
-1758705343189 3.4 11
-1758705353768 4.1 12
-1758705365254 3.8 13
-1758705376280 3.7 14
-1758705387472 4.4 15
-1758705398557 3.7 16
-1758705410093 2.8 17
-1758705421366 3.9 18
-1758705432404 4.6 19
-1758705443306 3.1 20
-1758705454288 4.3 21
-1758705465561 3.4 22
-1758705476692 3.3 23
-1758705487798 5.2 24
-1758705498831 3.3 25
-1758705509963 3.8 26
-1758705521576 4.8 27
-1758705533007 2.9 28
-1758705544277 3.8 29
-1758705555938 4.4 30
-1758705568478 3.6 31
-1758705579739 4.6 32
-1758705591123 2.8 33
-1758705602173 3.8 34
-1758705613242 4.6 35
-1758705624282 3.5 36
-1758705635396 3.5 37
-1758705646647 4.4 38
-1758705657994 3.6 39
-1758705669193 3.7 40
-1758705680367 3.7 41
-1758705691479 3.9 42
-1758705702620 3.2 43
-1758705713790 3.8 44
-1758705724792 3.7 45
-1758705735742 3.5 46
-1758705749749 4.4 47
-1758705761250 4.0 48
-1758705772535 4.1 49
-1758705783885 3.7 50
-1758705795122 3.6 51
-1758705806416 4.2 52
-1758705817420 3.7 53
-1758705828418 2.7 54
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/system/disk_available_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/system/disk_available_megabytes
deleted file mode 100644
index f878f55..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/system/disk_available_megabytes
+++ /dev/null
@@ -1,55 +0,0 @@
-1758705195521 1977468.8 0
-1758705209367 1977468.8 1
-1758705221965 1977468.8 2
-1758705235043 1977468.8 3
-1758705248743 1977468.8 4
-1758705262645 1977468.8 5
-1758705276268 1977468.8 6
-1758705289634 1977468.8 7
-1758705303098 1977468.8 8
-1758705316728 1977468.8 9
-1758705330692 1977468.8 10
-1758705343189 1977468.8 11
-1758705353768 1977468.8 12
-1758705365254 1977468.8 13
-1758705376280 1977468.8 14
-1758705387472 1977468.8 15
-1758705398557 1977468.8 16
-1758705410093 1977468.8 17
-1758705421366 1977468.8 18
-1758705432404 1977468.8 19
-1758705443306 1977468.8 20
-1758705454288 1977468.8 21
-1758705465561 1977468.8 22
-1758705476692 1977468.8 23
-1758705487798 1977468.8 24
-1758705498831 1977468.8 25
-1758705509963 1977468.8 26
-1758705521576 1977468.8 27
-1758705533007 1977468.8 28
-1758705544277 1977468.8 29
-1758705555938 1977468.8 30
-1758705568478 1977468.8 31
-1758705579739 1977468.8 32
-1758705591123 1977468.8 33
-1758705602173 1977468.8 34
-1758705613242 1977468.8 35
-1758705624282 1977468.8 36
-1758705635396 1977468.8 37
-1758705646647 1977468.8 38
-1758705657994 1977468.8 39
-1758705669193 1977468.8 40
-1758705680367 1977468.8 41
-1758705691479 1977468.8 42
-1758705702620 1977468.8 43
-1758705713790 1977468.8 44
-1758705724792 1977468.8 45
-1758705735742 1977468.8 46
-1758705749749 1977468.8 47
-1758705761250 1977468.8 48
-1758705772535 1977468.8 49
-1758705783885 1977468.8 50
-1758705795122 1977468.8 51
-1758705806416 1977468.8 52
-1758705817420 1977468.8 53
-1758705828418 1977468.8 54
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/system/disk_usage_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/system/disk_usage_megabytes
deleted file mode 100644
index 25e7c7c..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/system/disk_usage_megabytes
+++ /dev/null
@@ -1,55 +0,0 @@
-1758705195521 1220968.7 0
-1758705209367 1220968.7 1
-1758705221965 1220968.7 2
-1758705235043 1220968.7 3
-1758705248743 1220968.7 4
-1758705262645 1220968.7 5
-1758705276268 1220968.7 6
-1758705289634 1220968.7 7
-1758705303098 1220968.7 8
-1758705316728 1220968.7 9
-1758705330692 1220968.7 10
-1758705343189 1220968.7 11
-1758705353768 1220968.7 12
-1758705365254 1220968.7 13
-1758705376280 1220968.7 14
-1758705387472 1220968.7 15
-1758705398557 1220968.7 16
-1758705410093 1220968.7 17
-1758705421366 1220968.7 18
-1758705432404 1220968.7 19
-1758705443306 1220968.7 20
-1758705454288 1220968.7 21
-1758705465561 1220968.7 22
-1758705476692 1220968.7 23
-1758705487798 1220968.7 24
-1758705498831 1220968.7 25
-1758705509963 1220968.7 26
-1758705521576 1220968.7 27
-1758705533007 1220968.7 28
-1758705544277 1220968.7 29
-1758705555938 1220968.7 30
-1758705568478 1220968.7 31
-1758705579739 1220968.7 32
-1758705591123 1220968.7 33
-1758705602173 1220968.7 34
-1758705613242 1220968.7 35
-1758705624282 1220968.7 36
-1758705635396 1220968.7 37
-1758705646647 1220968.7 38
-1758705657994 1220968.7 39
-1758705669193 1220968.7 40
-1758705680367 1220968.7 41
-1758705691479 1220968.7 42
-1758705702620 1220968.7 43
-1758705713790 1220968.7 44
-1758705724792 1220968.7 45
-1758705735742 1220968.7 46
-1758705749749 1220968.7 47
-1758705761250 1220968.7 48
-1758705772535 1220968.7 49
-1758705783885 1220968.7 50
-1758705795122 1220968.7 51
-1758705806416 1220968.7 52
-1758705817420 1220968.7 53
-1758705828418 1220968.7 54
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/system/disk_usage_percentage b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/system/disk_usage_percentage
deleted file mode 100644
index 721262b..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/system/disk_usage_percentage
+++ /dev/null
@@ -1,55 +0,0 @@
-1758705195521 38.2 0
-1758705209367 38.2 1
-1758705221965 38.2 2
-1758705235043 38.2 3
-1758705248743 38.2 4
-1758705262645 38.2 5
-1758705276268 38.2 6
-1758705289634 38.2 7
-1758705303098 38.2 8
-1758705316728 38.2 9
-1758705330692 38.2 10
-1758705343189 38.2 11
-1758705353768 38.2 12
-1758705365254 38.2 13
-1758705376280 38.2 14
-1758705387472 38.2 15
-1758705398557 38.2 16
-1758705410093 38.2 17
-1758705421366 38.2 18
-1758705432404 38.2 19
-1758705443306 38.2 20
-1758705454288 38.2 21
-1758705465561 38.2 22
-1758705476692 38.2 23
-1758705487798 38.2 24
-1758705498831 38.2 25
-1758705509963 38.2 26
-1758705521576 38.2 27
-1758705533007 38.2 28
-1758705544277 38.2 29
-1758705555938 38.2 30
-1758705568478 38.2 31
-1758705579739 38.2 32
-1758705591123 38.2 33
-1758705602173 38.2 34
-1758705613242 38.2 35
-1758705624282 38.2 36
-1758705635396 38.2 37
-1758705646647 38.2 38
-1758705657994 38.2 39
-1758705669193 38.2 40
-1758705680367 38.2 41
-1758705691479 38.2 42
-1758705702620 38.2 43
-1758705713790 38.2 44
-1758705724792 38.2 45
-1758705735742 38.2 46
-1758705749749 38.2 47
-1758705761250 38.2 48
-1758705772535 38.2 49
-1758705783885 38.2 50
-1758705795122 38.2 51
-1758705806416 38.2 52
-1758705817420 38.2 53
-1758705828418 38.2 54
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/system/network_receive_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/system/network_receive_megabytes
deleted file mode 100644
index 3d515aa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/system/network_receive_megabytes
+++ /dev/null
@@ -1,55 +0,0 @@
-1758705195521 0.0 0
-1758705209367 0.01473600000008446 1
-1758705221965 0.021995999999944615 2
-1758705235043 0.0293819999999414 3
-1758705248743 0.03834099999994578 4
-1758705262645 0.051269999999931315 5
-1758705276268 0.058704000000034284 6
-1758705289634 0.06607200000007651 7
-1758705303098 0.0808079999999336 8
-1758705316728 0.08815200000003642 9
-1758705330692 0.09552000000007865 10
-1758705343189 0.10288800000012088 11
-1758705353768 0.11032199999999648 12
-1758705365254 0.12508200000002034 13
-1758705376280 0.13264800000001742 14
-1758705387472 0.1402379999999539 15
-1758705398557 0.14769599999999627 16
-1758705410093 0.15526199999999335 17
-1758705421366 0.16272000000003572 18
-1758705432404 0.17039999999997235 19
-1758705443306 0.17798999999990883 20
-1758705454288 0.1854240000000118 21
-1758705465561 0.19277400000009948 22
-1758705476692 0.20014199999991433 23
-1758705487798 0.2074680000000626 24
-1758705498831 0.22249200000010205 25
-1758705509963 0.2301239999999325 26
-1758705521576 0.2376240000000962 27
-1758705533007 0.24504000000001724 28
-1758705544277 0.2524319999999989 29
-1758705555938 0.2599319999999352 30
-1758705568478 0.2674320000000989 31
-1758705579739 0.2746919999999591 32
-1758705591123 0.28385099999991326 33
-1758705602173 0.2969700000001012 34
-1758705613242 0.30447000000003754 35
-1758705624282 0.3119939999999133 36
-1758705635396 0.3196020000000317 37
-1758705646647 0.32712599999990744 38
-1758705657994 0.3346080000001166 39
-1758705669193 0.3421080000000529 40
-1758705680367 0.34950000000003456 41
-1758705691479 0.3569999999999709 42
-1758705702620 0.3643019999999524 43
-1758705713790 0.3716699999999946 44
-1758705724792 0.378840000000082 45
-1758705735742 0.3939060000000154 46
-1758705749749 0.4015380000000732 47
-1758705761250 0.40906199999994897 48
-1758705772535 0.4166700000000674 49
-1758705783885 0.4243020000001252 50
-1758705795122 0.4317599999999402 51
-1758705806416 0.43935000000010405 52
-1758705817420 0.4467420000000857 53
-1758705828418 0.4613280000000941 54
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/system/network_transmit_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/system/network_transmit_megabytes
deleted file mode 100644
index 82160ab..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/system/network_transmit_megabytes
+++ /dev/null
@@ -1,55 +0,0 @@
-1758705195521 0.0 0
-1758705209367 0.011411999999999978 1
-1758705221965 0.016446999999999434 2
-1758705235043 0.020906999999999343 3
-1758705248743 0.025603999999999516 4
-1758705262645 0.034416999999999476 5
-1758705276268 0.03958399999999962 6
-1758705289634 0.04410999999999987 7
-1758705303098 0.05322800000000072 8
-1758705316728 0.058263000000000176 9
-1758705330692 0.0634200000000007 10
-1758705343189 0.0685210000000005 11
-1758705353768 0.07375399999999921 12
-1758705365254 0.09275700000000064 13
-1758705376280 0.10608900000000077 14
-1758705387472 0.11948699999999945 15
-1758705398557 0.13275299999999923 16
-1758705410093 0.1455769999999994 17
-1758705421366 0.1577610000000007 18
-1758705432404 0.17122499999999974 19
-1758705443306 0.18468900000000055 20
-1758705454288 0.19387099999999968 21
-1758705465561 0.1990470000000002 22
-1758705476692 0.20414500000000046 23
-1758705487798 0.21390000000000065 24
-1758705498831 0.2410730000000001 25
-1758705509963 0.2550460000000001 26
-1758705521576 0.26888699999999943 27
-1758705533007 0.28164499999999926 28
-1758705544277 0.2949110000000008 29
-1758705555938 0.3081770000000006 30
-1758705568478 0.3209350000000004 31
-1758705579739 0.3265419999999999 32
-1758705591123 0.3339990000000004 33
-1758705602173 0.34764000000000017 34
-1758705613242 0.3614809999999995 35
-1758705624282 0.37474500000000077 36
-1758705635396 0.3893570000000004 37
-1758705646647 0.4026890000000005 38
-1758705657994 0.4165960000000002 39
-1758705669193 0.429354 40
-1758705680367 0.4414719999999992 41
-1758705691479 0.45301599999999986 42
-1758705702620 0.4580479999999998 43
-1758705713790 0.4632120000000004 44
-1758705724792 0.46937800000000074 45
-1758705735742 0.49489299999999936 46
-1758705749749 0.5088629999999998 47
-1758705761250 0.5228350000000006 48
-1758705772535 0.5374479999999995 49
-1758705783885 0.5514209999999995 50
-1758705795122 0.5642449999999997 51
-1758705806416 0.5776430000000001 52
-1758705817420 0.5862510000000007 53
-1758705828418 0.5958070000000006 54
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/system/system_memory_usage_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/system/system_memory_usage_megabytes
deleted file mode 100644
index 0c69301..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/system/system_memory_usage_megabytes
+++ /dev/null
@@ -1,55 +0,0 @@
-1758705195521 50165.8 0
-1758705209367 50116.2 1
-1758705221965 50073.8 2
-1758705235043 50274.3 3
-1758705248743 51051.5 4
-1758705262645 51212.1 5
-1758705276268 51088.5 6
-1758705289634 51216.6 7
-1758705303098 51117.5 8
-1758705316728 51240.2 9
-1758705330692 51310.3 10
-1758705343189 51339.4 11
-1758705353768 52109.3 12
-1758705365254 52617.9 13
-1758705376280 53083.4 14
-1758705387472 53180.3 15
-1758705398557 53195.5 16
-1758705410093 53234.5 17
-1758705421366 53235.7 18
-1758705432404 53132.9 19
-1758705443306 51976.3 20
-1758705454288 52689.7 21
-1758705465561 53276.3 22
-1758705476692 52161.0 23
-1758705487798 52921.9 24
-1758705498831 53387.6 25
-1758705509963 53449.0 26
-1758705521576 53579.9 27
-1758705533007 53617.1 28
-1758705544277 53628.7 29
-1758705555938 53713.3 30
-1758705568478 52722.4 31
-1758705579739 53307.1 32
-1758705591123 53661.2 33
-1758705602173 52834.6 34
-1758705613242 53204.4 35
-1758705624282 53573.3 36
-1758705635396 53580.9 37
-1758705646647 53489.0 38
-1758705657994 53537.3 39
-1758705669193 53570.5 40
-1758705680367 53475.4 41
-1758705691479 52683.0 42
-1758705702620 53195.2 43
-1758705713790 53388.0 44
-1758705724792 52475.8 45
-1758705735742 53060.2 46
-1758705749749 53383.3 47
-1758705761250 53429.3 48
-1758705772535 53471.1 49
-1758705783885 53497.7 50
-1758705795122 53606.0 51
-1758705806416 52545.8 52
-1758705817420 53049.0 53
-1758705828418 53579.1 54
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/system/system_memory_usage_percentage b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/system/system_memory_usage_percentage
deleted file mode 100644
index 62ce563..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/system/system_memory_usage_percentage
+++ /dev/null
@@ -1,55 +0,0 @@
-1758705195521 3.7 0
-1758705209367 3.7 1
-1758705221965 3.7 2
-1758705235043 3.7 3
-1758705248743 3.8 4
-1758705262645 3.8 5
-1758705276268 3.8 6
-1758705289634 3.8 7
-1758705303098 3.8 8
-1758705316728 3.8 9
-1758705330692 3.8 10
-1758705343189 3.8 11
-1758705353768 3.9 12
-1758705365254 3.9 13
-1758705376280 3.9 14
-1758705387472 3.9 15
-1758705398557 3.9 16
-1758705410093 3.9 17
-1758705421366 3.9 18
-1758705432404 3.9 19
-1758705443306 3.8 20
-1758705454288 3.9 21
-1758705465561 3.9 22
-1758705476692 3.9 23
-1758705487798 3.9 24
-1758705498831 3.9 25
-1758705509963 4.0 26
-1758705521576 4.0 27
-1758705533007 4.0 28
-1758705544277 4.0 29
-1758705555938 4.0 30
-1758705568478 3.9 31
-1758705579739 3.9 32
-1758705591123 4.0 33
-1758705602173 3.9 34
-1758705613242 3.9 35
-1758705624282 4.0 36
-1758705635396 4.0 37
-1758705646647 4.0 38
-1758705657994 4.0 39
-1758705669193 4.0 40
-1758705680367 4.0 41
-1758705691479 3.9 42
-1758705702620 3.9 43
-1758705713790 3.9 44
-1758705724792 3.9 45
-1758705735742 3.9 46
-1758705749749 3.9 47
-1758705761250 3.9 48
-1758705772535 4.0 49
-1758705783885 4.0 50
-1758705795122 4.0 51
-1758705806416 3.9 52
-1758705817420 3.9 53
-1758705828418 4.0 54
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/Accuracy b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/Accuracy
deleted file mode 100644
index 6973e49..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/Accuracy
+++ /dev/null
@@ -1,4 +0,0 @@
-1758705460976 0.49530893564224243 119
-1758705581641 0.8056922554969788 239
-1758705703182 0.7934442758560181 359
-1758705822890 0.8315062522888184 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/Class_Accuracy_0 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/Class_Accuracy_0
deleted file mode 100644
index 4d0de95..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/Class_Accuracy_0
+++ /dev/null
@@ -1,4 +0,0 @@
-1758705460976 0.9130098223686218 119
-1758705581641 0.9755788445472717 239
-1758705703182 0.9798917770385742 359
-1758705822890 0.9818607568740845 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/Class_Accuracy_1 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/Class_Accuracy_1
deleted file mode 100644
index eda44b5..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/Class_Accuracy_1
+++ /dev/null
@@ -1,4 +0,0 @@
-1758705460976 0.5729169249534607 119
-1758705581641 0.6358056664466858 239
-1758705703182 0.6069968342781067 359
-1758705822890 0.681151807308197 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/Class_Accuracy_2 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/Class_Accuracy_2
deleted file mode 100644
index ecd858a..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/Class_Accuracy_2
+++ /dev/null
@@ -1,4 +0,0 @@
-1758705460976 0.0 119
-1758705581641 0.0 239
-1758705703182 0.0 359
-1758705822890 0.0 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/F1_Score b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/F1_Score
deleted file mode 100644
index 7258b79..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/F1_Score
+++ /dev/null
@@ -1,4 +0,0 @@
-1758705460976 0.4714192748069763 119
-1758705581641 0.8249322175979614 239
-1758705703182 0.8227329850196838 359
-1758705822890 0.8551250696182251 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/IoU_0 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/IoU_0
deleted file mode 100644
index cd01a33..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/IoU_0
+++ /dev/null
@@ -1,4 +0,0 @@
-1758705460976 0.8729935884475708 119
-1758705581641 0.9394431114196777 239
-1758705703182 0.9404531717300415 359
-1758705822890 0.9494308829307556 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/IoU_1 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/IoU_1
deleted file mode 100644
index 48c1442..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/IoU_1
+++ /dev/null
@@ -1,4 +0,0 @@
-1758705460976 0.3175814151763916 119
-1758705581641 0.5164016485214233 239
-1758705703182 0.5107486248016357 359
-1758705822890 0.5825170874595642 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/IoU_2 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/IoU_2
deleted file mode 100644
index ecd858a..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/IoU_2
+++ /dev/null
@@ -1,4 +0,0 @@
-1758705460976 0.0 119
-1758705581641 0.0 239
-1758705703182 0.0 359
-1758705822890 0.0 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/Pixel_Accuracy b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/Pixel_Accuracy
deleted file mode 100644
index 013a54d..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/Pixel_Accuracy
+++ /dev/null
@@ -1,4 +0,0 @@
-1758705460976 0.8800252079963684 119
-1758705581641 0.9431211948394775 239
-1758705703182 0.9439382553100586 359
-1758705822890 0.9527637958526611 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/loss b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/loss
deleted file mode 100644
index 777d588..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/loss
+++ /dev/null
@@ -1,480 +0,0 @@
-1758705342504 1.274877905845642 0
-1758705342998 1.1966753005981445 1
-1758705343766 1.1830283403396606 2
-1758705344128 0.8744943737983704 3
-1758705345324 0.9003157615661621 4
-1758705345728 1.1797561645507812 5
-1758705346551 0.9818447828292847 6
-1758705347053 0.9531381726264954 7
-1758705347913 0.7165488004684448 8
-1758705348282 1.00619637966156 9
-1758705349249 0.8876354098320007 10
-1758705349743 0.7347068190574646 11
-1758705350647 0.9090985655784607 12
-1758705351059 0.7536940574645996 13
-1758705352091 1.0088484287261963 14
-1758705352538 1.1023379564285278 15
-1758705353515 0.6742671132087708 16
-1758705353875 0.6292598843574524 17
-1758705354911 0.5997911691665649 18
-1758705355267 0.7735670208930969 19
-1758705356256 0.7224135994911194 20
-1758705356697 0.7811754941940308 21
-1758705357602 0.8273105025291443 22
-1758705357961 1.0438599586486816 23
-1758705359060 0.8850166201591492 24
-1758705359543 0.9532750248908997 25
-1758705360474 0.5861694812774658 26
-1758705360837 0.7427490949630737 27
-1758705362160 0.6031540632247925 28
-1758705362616 0.6634290814399719 29
-1758705363547 0.6953043937683105 30
-1758705364073 0.6829357743263245 31
-1758705364920 0.5774807929992676 32
-1758705365277 0.6057784557342529 33
-1758705366286 0.6337562799453735 34
-1758705366708 0.764316737651825 35
-1758705367692 0.950061023235321 36
-1758705368128 0.6139382123947144 37
-1758705369441 0.7375198006629944 38
-1758705369885 0.5698729753494263 39
-1758705370768 0.6027387380599976 40
-1758705371281 0.5966067910194397 41
-1758705372333 0.7234779000282288 42
-1758705372861 0.6137993931770325 43
-1758705373894 0.5089350938796997 44
-1758705374347 0.6382545828819275 45
-1758705375488 0.5572938919067383 46
-1758705375942 0.5074272155761719 47
-1758705376858 0.4904639422893524 48
-1758705377217 0.5680730938911438 49
-1758705378444 0.5313825011253357 50
-1758705378805 0.602721631526947 51
-1758705379937 0.5071800947189331 52
-1758705380301 0.4367145299911499 53
-1758705381419 0.6316125392913818 54
-1758705381783 0.5573852062225342 55
-1758705382906 0.4604792892932892 56
-1758705383290 0.45807763934135437 57
-1758705384390 0.4319085478782654 58
-1758705384776 0.41479983925819397 59
-1758705385832 0.44567590951919556 60
-1758705386257 0.5866379141807556 61
-1758705387346 0.4570367932319641 62
-1758705387738 0.42151811718940735 63
-1758705388901 0.43809759616851807 64
-1758705389456 0.4657028913497925 65
-1758705390479 0.4107852876186371 66
-1758705390850 0.4113621711730957 67
-1758705392260 0.4272249937057495 68
-1758705392643 0.38561946153640747 69
-1758705393716 0.45352450013160706 70
-1758705394120 0.3672521114349365 71
-1758705395475 0.4745601415634155 72
-1758705395891 0.49764493107795715 73
-1758705397004 0.382768452167511 74
-1758705397529 0.41642284393310547 75
-1758705398429 0.6167733073234558 76
-1758705399065 0.48372137546539307 77
-1758705400027 0.35639020800590515 78
-1758705400524 0.3824830651283264 79
-1758705401705 0.3871598243713379 80
-1758705402097 0.35200631618499756 81
-1758705403330 0.4147762656211853 82
-1758705403699 0.36971786618232727 83
-1758705404742 0.334081768989563 84
-1758705405276 0.39888235926628113 85
-1758705406289 0.6714804768562317 86
-1758705406683 0.36715227365493774 87
-1758705407977 0.397874116897583 88
-1758705408493 0.3453327417373657 89
-1758705409525 0.35022804141044617 90
-1758705409876 0.4084184467792511 91
-1758705410985 0.3183305561542511 92
-1758705411458 0.49980083107948303 93
-1758705412476 0.38070908188819885 94
-1758705413001 0.45160186290740967 95
-1758705414057 0.3555653691291809 96
-1758705414517 0.3991791903972626 97
-1758705415409 0.33606937527656555 98
-1758705415822 0.43942317366600037 99
-1758705416864 0.4235112965106964 100
-1758705417239 0.29812923073768616 101
-1758705418218 0.4168887734413147 102
-1758705418639 0.32401230931282043 103
-1758705419706 0.3078395128250122 104
-1758705420091 0.29230955243110657 105
-1758705421229 0.2848168611526489 106
-1758705421738 0.3329285681247711 107
-1758705422765 0.28001686930656433 108
-1758705423148 0.27601152658462524 109
-1758705424272 0.3286654055118561 110
-1758705424665 0.28132447600364685 111
-1758705425490 0.35962364077568054 112
-1758705425873 0.2779752314090729 113
-1758705426982 0.3018448054790497 114
-1758705427539 0.2509404718875885 115
-1758705428638 0.29697203636169434 116
-1758705429115 0.27044811844825745 117
-1758705430107 0.3184623420238495 118
-1758705430574 0.573249340057373 119
-1758705464058 0.2901206910610199 120
-1758705464428 0.2617642283439636 121
-1758705465293 0.2730315923690796 122
-1758705465670 0.27618202567100525 123
-1758705466654 0.24510648846626282 124
-1758705467026 0.3218122124671936 125
-1758705468022 0.23750266432762146 126
-1758705468515 0.26095762848854065 127
-1758705469341 0.3050817847251892 128
-1758705469723 0.248452827334404 129
-1758705470748 0.28608739376068115 130
-1758705471223 0.25328806042671204 131
-1758705472169 0.23486553132534027 132
-1758705472679 0.3033409118652344 133
-1758705473601 0.24688318371772766 134
-1758705473960 0.2947980761528015 135
-1758705474999 0.22971950471401215 136
-1758705475364 0.22591765224933624 137
-1758705476329 0.22348517179489136 138
-1758705476818 0.280786395072937 139
-1758705477689 0.22420911490917206 140
-1758705478076 0.22931978106498718 141
-1758705478967 0.23398272693157196 142
-1758705479371 0.2463485151529312 143
-1758705480518 0.26425468921661377 144
-1758705480888 0.20988023281097412 145
-1758705481758 0.23428019881248474 146
-1758705482132 0.5581067204475403 147
-1758705483041 0.238499253988266 148
-1758705483470 0.3224642276763916 149
-1758705484561 0.26156362891197205 150
-1758705484928 0.250119686126709 151
-1758705485821 0.23175229132175446 152
-1758705486182 0.20732472836971283 153
-1758705487136 0.22888273000717163 154
-1758705487602 0.45206567645072937 155
-1758705488442 0.48210692405700684 156
-1758705488905 0.22188164293766022 157
-1758705489807 0.3503447473049164 158
-1758705490177 0.22400705516338348 159
-1758705491194 0.29484933614730835 160
-1758705491584 0.21432647109031677 161
-1758705492569 0.20905093848705292 162
-1758705492949 0.21079468727111816 163
-1758705494022 0.3272632956504822 164
-1758705494398 0.3803807497024536 165
-1758705495360 0.21092593669891357 166
-1758705495734 0.30533483624458313 167
-1758705496706 0.24449138343334198 168
-1758705497083 0.21808063983917236 169
-1758705498105 0.2507982850074768 170
-1758705498461 0.20094136893749237 171
-1758705499533 0.2049771249294281 172
-1758705500054 0.24411997199058533 173
-1758705501026 0.24404828250408173 174
-1758705501565 0.22987224161624908 175
-1758705502607 0.3783068358898163 176
-1758705502966 0.2854563593864441 177
-1758705503982 0.2666328251361847 178
-1758705504409 0.2147407978773117 179
-1758705505483 0.2302132397890091 180
-1758705505851 0.36230677366256714 181
-1758705506696 0.20628076791763306 182
-1758705507067 0.1822710931301117 183
-1758705507986 0.5099672079086304 184
-1758705508351 0.19508986175060272 185
-1758705509326 0.4100627303123474 186
-1758705509823 0.36525067687034607 187
-1758705510745 0.3359682559967041 188
-1758705511189 0.3429824411869049 189
-1758705512292 0.33290228247642517 190
-1758705512837 0.232452854514122 191
-1758705513753 0.3129652440547943 192
-1758705514134 0.22342796623706818 193
-1758705515062 0.4153086841106415 194
-1758705515986 0.17434968054294586 195
-1758705516512 0.2348446249961853 196
-1758705517819 0.19502897560596466 197
-1758705518434 0.27519652247428894 198
-1758705519578 0.1592690795660019 199
-1758705519954 0.18126311898231506 200
-1758705520863 0.2861746549606323 201
-1758705521420 0.17082048952579498 202
-1758705522377 0.2682102620601654 203
-1758705522834 0.22448092699050903 204
-1758705523920 0.1698857694864273 205
-1758705524274 0.3756124973297119 206
-1758705525265 0.18625850975513458 207
-1758705525707 0.15669474005699158 208
-1758705527036 0.2822783291339874 209
-1758705527417 0.16221357882022858 210
-1758705528233 0.38397789001464844 211
-1758705528728 0.19328558444976807 212
-1758705529669 0.21477779746055603 213
-1758705530055 0.17498652637004852 214
-1758705531179 0.22941163182258606 215
-1758705531714 0.1837957799434662 216
-1758705532788 0.3253001868724823 217
-1758705533267 0.14127467572689056 218
-1758705534368 0.19012951850891113 219
-1758705534860 0.18178090453147888 220
-1758705535794 0.20321530103683472 221
-1758705536320 0.23469898104667664 222
-1758705537263 0.14671586453914642 223
-1758705537812 0.14943239092826843 224
-1758705538697 0.14190931618213654 225
-1758705539219 0.18295107781887054 226
-1758705540176 0.4294775724411011 227
-1758705540659 0.1493336260318756 228
-1758705541882 0.13410378992557526 229
-1758705542419 0.24286940693855286 230
-1758705543501 0.2230493426322937 231
-1758705544237 0.15945816040039062 232
-1758705545439 0.1650562286376953 233
-1758705545849 0.20644919574260712 234
-1758705547076 0.35544589161872864 235
-1758705547568 0.15952765941619873 236
-1758705548512 0.17144188284873962 237
-1758705548912 0.2062424272298813 238
-1758705549593 0.24958178400993347 239
-1758705584686 0.3406773805618286 240
-1758705585208 0.1566123366355896 241
-1758705586007 0.14590926468372345 242
-1758705586371 0.17130477726459503 243
-1758705587574 0.14227451384067535 244
-1758705587967 0.17050227522850037 245
-1758705588843 0.15412451326847076 246
-1758705589201 0.2014075666666031 247
-1758705590285 0.3555980324745178 248
-1758705590810 0.21586239337921143 249
-1758705591897 0.1291438788175583 250
-1758705592256 0.13227233290672302 251
-1758705593148 0.3354024887084961 252
-1758705593527 0.1348571628332138 253
-1758705594534 0.1631743609905243 254
-1758705595018 0.16252999007701874 255
-1758705595881 0.15427839756011963 256
-1758705596394 0.1791340410709381 257
-1758705597313 0.1945919245481491 258
-1758705597851 0.15205244719982147 259
-1758705598761 0.22129341959953308 260
-1758705599221 0.1749420166015625 261
-1758705600138 0.24412351846694946 262
-1758705600614 0.14809198677539825 263
-1758705601506 0.16863928735256195 264
-1758705601990 0.15545372664928436 265
-1758705602814 0.1849711686372757 266
-1758705603292 0.18726032972335815 267
-1758705604352 0.15446160733699799 268
-1758705604732 0.14084409177303314 269
-1758705605613 0.13442562520503998 270
-1758705605984 0.10708782076835632 271
-1758705607023 0.1534445732831955 272
-1758705607522 0.2964833378791809 273
-1758705608392 0.14161403477191925 274
-1758705608868 0.4953710734844208 275
-1758705609736 0.15189962089061737 276
-1758705610229 0.1923634111881256 277
-1758705611149 0.2629622220993042 278
-1758705611627 0.20973250269889832 279
-1758705612448 0.13401064276695251 280
-1758705612934 0.24778258800506592 281
-1758705613742 0.29137757420539856 282
-1758705614227 0.2041466236114502 283
-1758705615116 0.2106059491634369 284
-1758705615612 0.13389357924461365 285
-1758705616497 0.15903735160827637 286
-1758705617002 0.13237453997135162 287
-1758705617888 0.14228321611881256 288
-1758705618283 0.16482800245285034 289
-1758705619324 0.9770134091377258 290
-1758705619817 0.16184546053409576 291
-1758705620673 0.13622649013996124 292
-1758705621159 0.14869578182697296 293
-1758705622061 0.1448451727628708 294
-1758705622522 0.1435021460056305 295
-1758705623424 0.2794427275657654 296
-1758705623899 0.12061451375484467 297
-1758705624837 0.17864209413528442 298
-1758705625321 0.208936408162117 299
-1758705626234 0.1586606651544571 300
-1758705626687 0.14119550585746765 301
-1758705627577 0.14950817823410034 302
-1758705628079 0.15350523591041565 303
-1758705628941 0.13322682678699493 304
-1758705629423 0.2855662703514099 305
-1758705630378 0.185188427567482 306
-1758705630820 0.11016863584518433 307
-1758705631847 0.3100683093070984 308
-1758705632229 0.20578722655773163 309
-1758705633008 0.1368502825498581 310
-1758705633385 0.11594873666763306 311
-1758705635113 0.155223086476326 312
-1758705635467 0.12433565407991409 313
-1758705636289 0.23360510170459747 314
-1758705636654 0.12041529268026352 315
-1758705637541 0.13535383343696594 316
-1758705638188 0.13734042644500732 317
-1758705639170 0.1127016469836235 318
-1758705639680 0.1752440631389618 319
-1758705640540 0.12778601050376892 320
-1758705641018 0.13748538494110107 321
-1758705641952 0.13265499472618103 322
-1758705642433 0.11224786192178726 323
-1758705643421 0.12583112716674805 324
-1758705643862 0.35169968008995056 325
-1758705644968 0.12857849895954132 326
-1758705645441 0.4874735474586487 327
-1758705646566 0.2518334984779358 328
-1758705647044 0.09999293088912964 329
-1758705648047 0.1550188958644867 330
-1758705648422 0.14068292081356049 331
-1758705649525 0.18498118221759796 332
-1758705649882 0.4844476282596588 333
-1758705651164 0.16852737963199615 334
-1758705651684 0.13669957220554352 335
-1758705652787 0.10993447154760361 336
-1758705653180 0.10389292240142822 337
-1758705654218 0.23965977132320404 338
-1758705654694 0.17046581208705902 339
-1758705655648 0.1363212615251541 340
-1758705656121 0.2839564085006714 341
-1758705657072 0.23830920457839966 342
-1758705657564 0.32532191276550293 343
-1758705658661 0.1381257176399231 344
-1758705659143 0.34136801958084106 345
-1758705660360 0.17756786942481995 346
-1758705660785 0.16791003942489624 347
-1758705662199 0.1026793047785759 348
-1758705662706 0.14877080917358398 349
-1758705663618 0.1866772621870041 350
-1758705664036 0.1499188095331192 351
-1758705665435 0.5597201585769653 352
-1758705666040 0.7010052800178528 353
-1758705666979 0.17150257527828217 354
-1758705667456 0.14694297313690186 355
-1758705668362 0.11781817674636841 356
-1758705668775 0.1732252687215805 357
-1758705669878 0.16246125102043152 358
-1758705670256 0.13569462299346924 359
-1758705706406 0.1709321290254593 360
-1758705706778 0.12125249952077866 361
-1758705707679 0.16685430705547333 362
-1758705708167 0.10643353313207626 363
-1758705709086 0.10720247775316238 364
-1758705709454 0.12401425838470459 365
-1758705710448 0.10289259999990463 366
-1758705710913 0.10527937114238739 367
-1758705711838 0.08480895310640335 368
-1758705712337 0.0933293029665947 369
-1758705713259 0.2145223170518875 370
-1758705713757 0.08630086481571198 371
-1758705714650 0.2723495662212372 372
-1758705715171 0.25963038206100464 373
-1758705716087 0.105317622423172 374
-1758705716467 0.12179804593324661 375
-1758705717517 0.13102565705776215 376
-1758705718031 0.174147829413414 377
-1758705718920 0.16045460104942322 378
-1758705719375 0.10134084522724152 379
-1758705720393 0.17561720311641693 380
-1758705720841 0.14263100922107697 381
-1758705721686 0.10567453503608704 382
-1758705722159 0.13831952214241028 383
-1758705723080 0.12795744836330414 384
-1758705723742 0.2035166621208191 385
-1758705724613 0.10122492909431458 386
-1758705725105 0.2435571551322937 387
-1758705725978 0.08658581227064133 388
-1758705726357 0.37257957458496094 389
-1758705727363 0.18818038702011108 390
-1758705727870 0.1642153263092041 391
-1758705728811 0.19797459244728088 392
-1758705729307 0.11269105970859528 393
-1758705730207 0.6452268958091736 394
-1758705730702 0.12727679312229156 395
-1758705731618 0.19396188855171204 396
-1758705732099 0.2345472276210785 397
-1758705733064 0.14350180327892303 398
-1758705733419 0.16997167468070984 399
-1758705734448 0.2458830028772354 400
-1758705734905 0.18601687252521515 401
-1758705735762 0.14665855467319489 402
-1758705736237 0.0995938777923584 403
-1758705737083 0.09806717187166214 404
-1758705737542 0.15960706770420074 405
-1758705738403 0.12064189463853836 406
-1758705738759 0.14052832126617432 407
-1758705739706 0.1743786782026291 408
-1758705740089 0.4714476466178894 409
-1758705740988 0.1592463105916977 410
-1758705741436 0.09113720804452896 411
-1758705742299 0.10835491865873337 412
-1758705742658 0.11231381446123123 413
-1758705743630 0.13980215787887573 414
-1758705743995 0.1825951337814331 415
-1758705745194 0.14341770112514496 416
-1758705745583 0.11896826326847076 417
-1758705746451 0.10370241850614548 418
-1758705746914 0.1315007507801056 419
-1758705747755 0.11004408448934555 420
-1758705748198 0.13096702098846436 421
-1758705748996 0.2425464689731598 422
-1758705749361 0.13218945264816284 423
-1758705750292 0.08906294405460358 424
-1758705750678 0.1724255383014679 425
-1758705751656 0.26736366748809814 426
-1758705752032 0.12413554638624191 427
-1758705752935 0.0732809379696846 428
-1758705753407 0.13874098658561707 429
-1758705754317 0.17518019676208496 430
-1758705754713 0.10648816078901291 431
-1758705755678 0.18857219815254211 432
-1758705756070 0.16032983362674713 433
-1758705757073 0.21076570451259613 434
-1758705757555 0.2211834043264389 435
-1758705758412 0.12888802587985992 436
-1758705758877 0.1778877228498459 437
-1758705759798 0.16649876534938812 438
-1758705760319 0.1033729612827301 439
-1758705761313 0.15510956943035126 440
-1758705761813 0.1929495483636856 441
-1758705762749 0.10563477873802185 442
-1758705763207 0.1224258542060852 443
-1758705764127 0.24152006208896637 444
-1758705764652 0.19336114823818207 445
-1758705765488 0.13515688478946686 446
-1758705766009 0.29245224595069885 447
-1758705767192 0.1190343052148819 448
-1758705767583 0.09405921399593353 449
-1758705768496 0.1722525954246521 450
-1758705768869 0.09368392080068588 451
-1758705770071 0.10556486994028091 452
-1758705770588 0.15915735065937042 453
-1758705771716 0.17597831785678864 454
-1758705772203 0.19645777344703674 455
-1758705773133 0.10322248935699463 456
-1758705773524 0.09468284994363785 457
-1758705774617 0.1109602078795433 458
-1758705775133 0.07896428555250168 459
-1758705776051 0.1718447357416153 460
-1758705776532 0.07450051605701447 461
-1758705777533 0.099363774061203 462
-1758705778054 0.07701731473207474 463
-1758705778973 0.17398178577423096 464
-1758705779546 0.10677491873502731 465
-1758705780569 0.08982975035905838 466
-1758705781174 0.10286087542772293 467
-1758705782219 0.5659564137458801 468
-1758705782642 0.1156187579035759 469
-1758705783724 0.15210366249084473 470
-1758705784118 0.07986190915107727 471
-1758705785402 0.1073528379201889 472
-1758705785929 0.18602293729782104 473
-1758705787194 0.1670907884836197 474
-1758705787602 0.17632512748241425 475
-1758705788640 0.24857202172279358 476
-1758705789045 0.08147022128105164 477
-1758705790212 0.112152598798275 478
-1758705790583 0.12352366000413895 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/mIoU b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/mIoU
deleted file mode 100644
index 88fa15b..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/mIoU
+++ /dev/null
@@ -1,4 +0,0 @@
-1758705460976 0.3968583345413208 119
-1758705581641 0.7279223799705505 239
-1758705703182 0.7256008982658386 359
-1758705822890 0.7659739851951599 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/mIoU_Micro b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/mIoU_Micro
deleted file mode 100644
index a276dc6..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/train/mIoU_Micro
+++ /dev/null
@@ -1,4 +0,0 @@
-1758705460976 0.7857545614242554 119
-1758705581641 0.892364501953125 239
-1758705703182 0.8938285708427429 359
-1758705822890 0.9097888469696045 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/Accuracy b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/Accuracy
deleted file mode 100644
index 03be92b..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/Accuracy
+++ /dev/null
@@ -1,4 +0,0 @@
-1758705460321 0.8053225874900818 119
-1758705580966 0.8910396099090576 239
-1758705702397 0.8108989000320435 359
-1758705822053 0.8134040832519531 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/Class_Accuracy_0 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/Class_Accuracy_0
deleted file mode 100644
index f604da4..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/Class_Accuracy_0
+++ /dev/null
@@ -1,4 +0,0 @@
-1758705460321 0.9911272525787354 119
-1758705580966 0.915463387966156 239
-1758705702397 0.9934631586074829 359
-1758705822053 0.9932442307472229 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/Class_Accuracy_1 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/Class_Accuracy_1
deleted file mode 100644
index b4c2590..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/Class_Accuracy_1
+++ /dev/null
@@ -1,4 +0,0 @@
-1758705460321 0.6195179224014282 119
-1758705580966 0.8666157722473145 239
-1758705702397 0.6283345818519592 359
-1758705822053 0.6335639357566833 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/Class_Accuracy_2 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/Class_Accuracy_2
deleted file mode 100644
index 5a76615..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/Class_Accuracy_2
+++ /dev/null
@@ -1,4 +0,0 @@
-1758705460321 0.0 119
-1758705580966 0.0 239
-1758705702397 0.0 359
-1758705822053 0.0 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/F1_Score b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/F1_Score
deleted file mode 100644
index de24fe1..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/F1_Score
+++ /dev/null
@@ -1,4 +0,0 @@
-1758705460321 0.8527191877365112 119
-1758705580966 0.8385512232780457 239
-1758705702397 0.8600572347640991 359
-1758705822053 0.8618652820587158 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/IoU_0 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/IoU_0
deleted file mode 100644
index 40ecef7..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/IoU_0
+++ /dev/null
@@ -1,4 +0,0 @@
-1758705460321 0.9312254190444946 119
-1758705580966 0.8952745795249939 239
-1758705702397 0.9347291588783264 359
-1758705822053 0.9353011846542358 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/IoU_1 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/IoU_1
deleted file mode 100644
index 5dabf2e..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/IoU_1
+++ /dev/null
@@ -1,4 +0,0 @@
-1758705460321 0.5886256694793701 119
-1758705580966 0.5777331590652466 239
-1758705702397 0.6049443483352661 359
-1758705822053 0.6092193722724915 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/IoU_2 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/IoU_2
deleted file mode 100644
index 5a76615..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/IoU_2
+++ /dev/null
@@ -1,4 +0,0 @@
-1758705460321 0.0 119
-1758705580966 0.0 239
-1758705702397 0.0 359
-1758705822053 0.0 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/Pixel_Accuracy b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/Pixel_Accuracy
deleted file mode 100644
index c5cc882..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/Pixel_Accuracy
+++ /dev/null
@@ -1,4 +0,0 @@
-1758705460321 0.9373870491981506 119
-1758705580966 0.9083992838859558 239
-1758705702397 0.9406601786613464 359
-1758705822053 0.9412291646003723 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/loss b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/loss
deleted file mode 100644
index d0da025..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/loss
+++ /dev/null
@@ -1,4 +0,0 @@
-1758705460321 0.3106439411640167 119
-1758705580966 0.24262361228466034 239
-1758705702397 0.19087456166744232 359
-1758705822053 0.1796787679195404 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/mIoU b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/mIoU
deleted file mode 100644
index 5077b55..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/mIoU
+++ /dev/null
@@ -1,4 +0,0 @@
-1758705460321 0.7599255442619324 119
-1758705580966 0.7365038394927979 239
-1758705702397 0.7698367834091187 359
-1758705822053 0.772260308265686 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/mIoU_Micro b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/mIoU_Micro
deleted file mode 100644
index 92d6988..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/metrics/val/mIoU_Micro
+++ /dev/null
@@ -1,4 +0,0 @@
-1758705460321 0.8821528553962708 119
-1758705580966 0.8321717977523804 239
-1758705702397 0.8879682421684265 359
-1758705822053 0.8889827132225037 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/aux_heads b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/aux_heads
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/aux_heads
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/aux_loss b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/aux_loss
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/aux_loss
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/batch_size b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/batch_size
deleted file mode 100644
index b8626c4..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/batch_size
+++ /dev/null
@@ -1 +0,0 @@
-4
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/class_names b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/class_names
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/class_names
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/class_weights b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/class_weights
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/class_weights
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/freeze_backbone b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/freeze_backbone
deleted file mode 100644
index bc59c12..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/freeze_backbone
+++ /dev/null
@@ -1 +0,0 @@
-False
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/freeze_decoder b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/freeze_decoder
deleted file mode 100644
index bc59c12..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/freeze_decoder
+++ /dev/null
@@ -1 +0,0 @@
-False
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/freeze_head b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/freeze_head
deleted file mode 100644
index bc59c12..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/freeze_head
+++ /dev/null
@@ -1 +0,0 @@
-False
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/ignore_index b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/ignore_index
deleted file mode 100644
index 3a2e3f4..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/ignore_index
+++ /dev/null
@@ -1 +0,0 @@
--1
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/loss b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/loss
deleted file mode 100644
index a2a77c3..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/loss
+++ /dev/null
@@ -1 +0,0 @@
-ce
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/lr b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/lr
deleted file mode 100644
index 6a040f9..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/lr
+++ /dev/null
@@ -1 +0,0 @@
-0.00030955055695576733
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/lr_overrides b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/lr_overrides
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/lr_overrides
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/backbone b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/backbone
deleted file mode 100644
index 8edd028..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/backbone
+++ /dev/null
@@ -1 +0,0 @@
-prithvi_eo_v2_300
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/backbone_bands b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/backbone_bands
deleted file mode 100644
index a98ad06..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/backbone_bands
+++ /dev/null
@@ -1 +0,0 @@
-[0, 1, 2, 3, 4, 5]
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/backbone_drop_path b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/backbone_drop_path
deleted file mode 100644
index 49d5957..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/backbone_drop_path
+++ /dev/null
@@ -1 +0,0 @@
-0.1
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/backbone_pretrained b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/backbone_pretrained
deleted file mode 100644
index 0ca9514..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/backbone_pretrained
+++ /dev/null
@@ -1 +0,0 @@
-True
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/decoder b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/decoder
deleted file mode 100644
index a07cbfa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/decoder
+++ /dev/null
@@ -1 +0,0 @@
-UNetDecoder
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/decoder_channels b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/decoder_channels
deleted file mode 100644
index 179b396..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/decoder_channels
+++ /dev/null
@@ -1 +0,0 @@
-[512, 256, 128, 64]
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/head_dropout b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/head_dropout
deleted file mode 100644
index 49d5957..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/head_dropout
+++ /dev/null
@@ -1 +0,0 @@
-0.1
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/necks/0/indices b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/necks/0/indices
deleted file mode 100644
index f955e62..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/necks/0/indices
+++ /dev/null
@@ -1 +0,0 @@
-[5, 11, 17, 23]
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/necks/0/name b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/necks/0/name
deleted file mode 100644
index ad4d7ba..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/necks/0/name
+++ /dev/null
@@ -1 +0,0 @@
-SelectIndices
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/necks/1/name b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/necks/1/name
deleted file mode 100644
index 1442bbb..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/necks/1/name
+++ /dev/null
@@ -1 +0,0 @@
-ReshapeTokensToImage
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/necks/2/name b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/necks/2/name
deleted file mode 100644
index 700a66f..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/necks/2/name
+++ /dev/null
@@ -1 +0,0 @@
-LearnedInterpolateToPyramidal
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/num_classes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/num_classes
deleted file mode 100644
index 00750ed..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_args/num_classes
+++ /dev/null
@@ -1 +0,0 @@
-3
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_factory b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_factory
deleted file mode 100644
index fe007e8..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/model_factory
+++ /dev/null
@@ -1 +0,0 @@
-EncoderDecoderFactory
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/optimizer b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/optimizer
deleted file mode 100644
index 6814c98..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/optimizer
+++ /dev/null
@@ -1 +0,0 @@
-AdamW
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/optimizer_hparams/weight_decay b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/optimizer_hparams/weight_decay
deleted file mode 100644
index 4c33d77..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/optimizer_hparams/weight_decay
+++ /dev/null
@@ -1 +0,0 @@
-0.35656338438839164
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/output_most_probable b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/output_most_probable
deleted file mode 100644
index 0ca9514..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/output_most_probable
+++ /dev/null
@@ -1 +0,0 @@
-True
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/output_on_inference b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/output_on_inference
deleted file mode 100644
index bcd00e7..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/output_on_inference
+++ /dev/null
@@ -1 +0,0 @@
-prediction
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/path_to_record_metrics b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/path_to_record_metrics
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/path_to_record_metrics
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/plot_on_val b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/plot_on_val
deleted file mode 100644
index bc59c12..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/plot_on_val
+++ /dev/null
@@ -1 +0,0 @@
-False
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/scheduler b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/scheduler
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/scheduler
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/scheduler_hparams b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/scheduler_hparams
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/scheduler_hparams
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/task b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/task
deleted file mode 100644
index ea2a349..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/task
+++ /dev/null
@@ -1 +0,0 @@
-segmentation
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/test_dataloaders_names b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/test_dataloaders_names
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/test_dataloaders_names
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/tiled_inference_on_testing b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/tiled_inference_on_testing
deleted file mode 100644
index bc59c12..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/tiled_inference_on_testing
+++ /dev/null
@@ -1 +0,0 @@
-False
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/tiled_inference_on_validation b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/tiled_inference_on_validation
deleted file mode 100644
index bc59c12..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/tiled_inference_on_validation
+++ /dev/null
@@ -1 +0,0 @@
-False
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/tiled_inference_parameters/average_patches b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/tiled_inference_parameters/average_patches
deleted file mode 100644
index bc59c12..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/tiled_inference_parameters/average_patches
+++ /dev/null
@@ -1 +0,0 @@
-False
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/tiled_inference_parameters/h_crop b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/tiled_inference_parameters/h_crop
deleted file mode 100644
index 20c9080..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/tiled_inference_parameters/h_crop
+++ /dev/null
@@ -1 +0,0 @@
-224
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/tiled_inference_parameters/h_stride b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/tiled_inference_parameters/h_stride
deleted file mode 100644
index 0f11735..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/tiled_inference_parameters/h_stride
+++ /dev/null
@@ -1 +0,0 @@
-196
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/tiled_inference_parameters/w_crop b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/tiled_inference_parameters/w_crop
deleted file mode 100644
index 20c9080..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/tiled_inference_parameters/w_crop
+++ /dev/null
@@ -1 +0,0 @@
-224
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/tiled_inference_parameters/w_stride b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/tiled_inference_parameters/w_stride
deleted file mode 100644
index 0f11735..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/params/tiled_inference_parameters/w_stride
+++ /dev/null
@@ -1 +0,0 @@
-196
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/tags/mlflow.parentRunId b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/tags/mlflow.parentRunId
deleted file mode 100644
index 63ecba1..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/tags/mlflow.parentRunId
+++ /dev/null
@@ -1 +0,0 @@
-c0ce679ccfb94003a071e8473897fea2
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/tags/mlflow.runName b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/tags/mlflow.runName
deleted file mode 100644
index 58fa131..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/tags/mlflow.runName
+++ /dev/null
@@ -1 +0,0 @@
-geotune-qokd9fqyuhxbgyyiuurpxu_3
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/tags/mlflow.source.name b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/tags/mlflow.source.name
deleted file mode 100644
index 0e63812..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/tags/mlflow.source.name
+++ /dev/null
@@ -1 +0,0 @@
-/opt/miniforge/bin/terratorch
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/tags/mlflow.source.type b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/tags/mlflow.source.type
deleted file mode 100644
index 4a62035..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/tags/mlflow.source.type
+++ /dev/null
@@ -1 +0,0 @@
-LOCAL
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/tags/mlflow.user b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/tags/mlflow.user
deleted file mode 100644
index 146423e..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/03e8ad57d953415f8c29f473e32e5e0a/tags/mlflow.user
+++ /dev/null
@@ -1 +0,0 @@
-1001810000
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/artifacts/results_table.json b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/artifacts/results_table.json
deleted file mode 100644
index 42aa0cf..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/artifacts/results_table.json
+++ /dev/null
@@ -1 +0,0 @@
-{"columns":["Task","Metric","Best Score","Hyperparameters"],"data":[["geotune-qokd9fqyuhxbgyyiuurpxu","val\/loss",0.5826574564,{"lr":0.000047586,"optimizer_hparams":{"weight_decay":0.2995483411}}]]}
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/meta.yaml b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/meta.yaml
deleted file mode 100644
index 9ab82c1..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/meta.yaml
+++ /dev/null
@@ -1,18 +0,0 @@
-# © Copyright IBM Corporation 2025
-# SPDX-License-Identifier: Apache-2.0
-
-
-artifact_uri: /geotunes/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/artifacts
-end_time: 1758705851780
-entry_point_name: ''
-experiment_id: '201622622176987258'
-lifecycle_stage: active
-run_id: 0fa9e4f1f90a4e6bb548f5090331a634
-run_name: top_run_geotune-qokd9fqyuhxbgyyiuurpxu
-source_name: ''
-source_type: 4
-source_version: ''
-start_time: 1758703123102
-status: 3
-tags: []
-user_id: '1001810000'
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/metrics/system/cpu_utilization_percentage b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/metrics/system/cpu_utilization_percentage
deleted file mode 100644
index 8cba0aa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/metrics/system/cpu_utilization_percentage
+++ /dev/null
@@ -1,247 +0,0 @@
-1758703135320 0.0 0
-1758703146050 3.2 1
-1758703156818 5.3 2
-1758703168182 3.1 3
-1758703179886 3.2 4
-1758703191674 3.7 5
-1758703202982 3.3 6
-1758703214367 4.2 7
-1758703225654 3.0 8
-1758703236520 3.3 9
-1758703247322 2.8 10
-1758703258493 4.4 11
-1758703269665 3.3 12
-1758703281048 2.5 13
-1758703292582 4.4 14
-1758703303866 3.2 15
-1758703315608 3.0 16
-1758703326703 4.3 17
-1758703338280 2.8 18
-1758703349413 3.3 19
-1758703360312 4.3 20
-1758703371321 2.7 21
-1758703382479 3.3 22
-1758703393414 4.3 23
-1758703404940 2.7 24
-1758703415713 3.6 25
-1758703426396 4.6 26
-1758703437100 3.7 27
-1758703447863 3.8 28
-1758703458412 4.0 29
-1758703468977 3.7 30
-1758703479735 3.9 31
-1758703490245 4.0 32
-1758703500989 3.9 33
-1758703511786 3.4 34
-1758703522537 3.7 35
-1758703533465 3.1 36
-1758703544423 3.8 37
-1758703555306 3.3 38
-1758703565864 4.8 39
-1758703576491 3.3 40
-1758703587033 3.5 41
-1758703597621 4.7 42
-1758703608223 3.3 43
-1758703618941 4.0 44
-1758703629654 4.5 45
-1758703640685 2.8 46
-1758703651421 3.5 47
-1758703662213 4.8 48
-1758703672982 3.4 49
-1758703683603 3.6 50
-1758703694257 4.8 51
-1758703704837 3.2 52
-1758703715458 3.6 53
-1758703726106 3.4 54
-1758703737003 4.9 55
-1758703748097 3.5 56
-1758703759106 2.6 57
-1758703769982 4.8 58
-1758703780829 3.8 59
-1758703791468 3.2 60
-1758703802035 4.8 61
-1758703812579 3.8 62
-1758703823225 3.1 63
-1758703833839 4.7 64
-1758703844586 3.7 65
-1758703855352 3.2 66
-1758703866157 3.5 67
-1758703876950 4.1 68
-1758703887640 2.8 69
-1758703898348 3.7 70
-1758703909593 2.4 71
-1758703921729 4.0 72
-1758703933735 4.5 73
-1758703945879 3.0 74
-1758703958594 3.7 75
-1758703971417 3.9 76
-1758703984049 3.8 77
-1758703997079 3.4 78
-1758704009891 4.2 79
-1758704022275 3.6 80
-1758704034330 3.9 81
-1758704045805 3.9 82
-1758704056539 3.3 83
-1758704067453 3.5 84
-1758704078420 4.8 85
-1758704089173 3.0 86
-1758704099958 4.0 87
-1758704110851 5.3 88
-1758704121562 3.0 89
-1758704132096 3.7 90
-1758704142612 4.8 91
-1758704153200 2.9 92
-1758704163766 3.3 93
-1758704174426 5.0 94
-1758704185382 3.2 95
-1758704196226 3.7 96
-1758704206951 3.2 97
-1758704218076 4.9 98
-1758704228954 3.8 99
-1758704239672 3.3 100
-1758704250222 4.9 101
-1758704260764 3.4 102
-1758704271271 2.9 103
-1758704281889 4.4 104
-1758704292665 3.9 105
-1758704303307 3.3 106
-1758704314001 4.5 107
-1758704324655 3.6 108
-1758704335387 3.4 109
-1758704346102 4.8 110
-1758704356652 3.3 111
-1758704367179 3.9 112
-1758704377750 4.6 113
-1758704388332 2.7 114
-1758704398990 3.8 115
-1758704409649 4.7 116
-1758704420475 4.2 117
-1758704431374 5.3 118
-1758704442292 7.3 119
-1758704453124 3.7 120
-1758704463804 3.8 121
-1758704474514 4.6 122
-1758704485191 3.2 123
-1758704495846 3.7 124
-1758704506455 4.0 125
-1758704517010 3.3 126
-1758704527709 2.8 127
-1758704539134 3.6 128
-1758704551569 3.9 129
-1758704564361 4.5 130
-1758704576677 3.2 131
-1758704588569 3.8 132
-1758704600625 4.0 133
-1758704612633 3.7 134
-1758704624549 4.7 135
-1758704636698 3.3 136
-1758704648777 3.7 137
-1758704660842 3.8 138
-1758704672717 3.5 139
-1758704683422 5.1 140
-1758704694121 3.4 141
-1758704704883 3.7 142
-1758704715664 4.4 143
-1758704726526 3.3 144
-1758704737130 3.8 145
-1758704747777 4.4 146
-1758704758421 4.0 147
-1758704769072 3.9 148
-1758704779739 3.7 149
-1758704790369 3.5 150
-1758704801115 3.6 151
-1758704811827 4.2 152
-1758704822597 3.8 153
-1758704833448 3.6 154
-1758704844194 4.1 155
-1758704854871 3.6 156
-1758704865410 3.6 157
-1758704876086 4.6 158
-1758704886697 3.7 159
-1758704897521 2.8 160
-1758704908294 4.4 161
-1758704918999 3.3 162
-1758704929717 3.1 163
-1758704940471 5.2 164
-1758704951157 3.7 165
-1758704961765 2.7 166
-1758704972318 4.5 167
-1758704982931 3.6 168
-1758704993501 3.4 169
-1758705004308 4.9 170
-1758705015006 3.4 171
-1758705025916 2.9 172
-1758705036653 4.4 173
-1758705047338 3.1 174
-1758705057993 4.1 175
-1758705068841 4.9 176
-1758705079472 2.8 177
-1758705090172 3.8 178
-1758705101047 4.8 179
-1758705111780 2.8 180
-1758705122537 4.0 181
-1758705133380 4.6 182
-1758705144015 2.8 183
-1758705154642 3.2 184
-1758705165270 4.1 185
-1758705175980 2.5 186
-1758705187220 3.4 187
-1758705199872 3.8 188
-1758705212014 3.6 189
-1758705226456 3.3 190
-1758705239903 4.0 191
-1758705253072 3.6 192
-1758705265775 3.7 193
-1758705278376 3.5 194
-1758705291191 3.9 195
-1758705303523 3.5 196
-1758705316539 3.4 197
-1758705329145 4.3 198
-1758705340797 3.5 199
-1758705351425 2.8 200
-1758705362095 4.9 201
-1758705372844 4.0 202
-1758705383544 3.0 203
-1758705394289 4.4 204
-1758705404973 3.5 205
-1758705415639 3.3 206
-1758705426324 4.7 207
-1758705437127 3.5 208
-1758705447722 3.5 209
-1758705458361 4.5 210
-1758705468996 2.6 211
-1758705479640 4.1 212
-1758705490316 5.1 213
-1758705501011 3.3 214
-1758705511755 3.8 215
-1758705522862 4.7 216
-1758705533585 3.0 217
-1758705544308 3.7 218
-1758705555169 4.5 219
-1758705565939 3.5 220
-1758705576974 3.5 221
-1758705587593 3.9 222
-1758705598193 3.8 223
-1758705608786 3.8 224
-1758705619446 3.9 225
-1758705630105 4.1 226
-1758705640795 4.8 227
-1758705651597 2.9 228
-1758705662487 3.6 229
-1758705673198 4.7 230
-1758705683910 3.1 231
-1758705694618 3.5 232
-1758705705258 3.1 233
-1758705715865 4.2 234
-1758705726650 3.8 235
-1758705737304 3.2 236
-1758705747962 4.9 237
-1758705758667 4.0 238
-1758705769416 3.0 239
-1758705780152 5.0 240
-1758705791140 3.8 241
-1758705801817 3.9 242
-1758705812569 3.6 243
-1758705823264 3.4 244
-1758705834067 2.8 245
-1758705844730 4.3 246
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/metrics/system/disk_available_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/metrics/system/disk_available_megabytes
deleted file mode 100644
index 2cc3cdb..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/metrics/system/disk_available_megabytes
+++ /dev/null
@@ -1,247 +0,0 @@
-1758703135320 1980122.4 0
-1758703146050 1980122.4 1
-1758703156818 1977404.7 2
-1758703168182 1977404.7 3
-1758703179886 1977404.7 4
-1758703191674 1977412.5 5
-1758703202982 1977412.5 6
-1758703214367 1977412.5 7
-1758703225654 1977412.5 8
-1758703236520 1977412.5 9
-1758703247322 1977412.5 10
-1758703258493 1977412.5 11
-1758703269665 1977412.5 12
-1758703281048 1977412.5 13
-1758703292582 1977412.5 14
-1758703303866 1977412.5 15
-1758703315608 1977412.5 16
-1758703326703 1977412.5 17
-1758703338280 1977412.5 18
-1758703349413 1977412.5 19
-1758703360312 1977412.5 20
-1758703371321 1977412.5 21
-1758703382479 1977412.5 22
-1758703393414 1977412.5 23
-1758703404940 1977412.5 24
-1758703415713 1977412.5 25
-1758703426396 1977412.5 26
-1758703437100 1977412.5 27
-1758703447863 1977412.5 28
-1758703458412 1977468.8 29
-1758703468977 1977468.8 30
-1758703479735 1977468.8 31
-1758703490245 1977468.8 32
-1758703500989 1977468.8 33
-1758703511786 1977468.8 34
-1758703522537 1977468.8 35
-1758703533465 1977468.8 36
-1758703544423 1977468.8 37
-1758703555306 1977468.8 38
-1758703565864 1977468.8 39
-1758703576491 1977468.8 40
-1758703587033 1977468.8 41
-1758703597621 1977468.8 42
-1758703608223 1977468.8 43
-1758703618941 1977468.8 44
-1758703629654 1977468.8 45
-1758703640685 1977468.8 46
-1758703651421 1977468.8 47
-1758703662213 1977468.8 48
-1758703672982 1977468.8 49
-1758703683603 1977468.8 50
-1758703694257 1977468.8 51
-1758703704837 1977468.8 52
-1758703715458 1977468.8 53
-1758703726106 1977468.8 54
-1758703737003 1977468.8 55
-1758703748097 1977468.8 56
-1758703759106 1977468.8 57
-1758703769982 1977468.8 58
-1758703780829 1977468.8 59
-1758703791468 1977468.8 60
-1758703802035 1977468.8 61
-1758703812579 1977468.8 62
-1758703823225 1977468.8 63
-1758703833839 1977468.8 64
-1758703844586 1977468.8 65
-1758703855352 1977468.8 66
-1758703866157 1977468.8 67
-1758703876950 1977468.8 68
-1758703887640 1977468.8 69
-1758703898348 1977468.8 70
-1758703909593 1977468.8 71
-1758703921729 1977468.8 72
-1758703933735 1977468.8 73
-1758703945879 1977468.8 74
-1758703958594 1977468.8 75
-1758703971417 1977468.8 76
-1758703984049 1977468.8 77
-1758703997079 1977468.8 78
-1758704009891 1977468.8 79
-1758704022275 1977468.8 80
-1758704034330 1977468.8 81
-1758704045805 1977468.8 82
-1758704056539 1977468.8 83
-1758704067453 1977468.8 84
-1758704078420 1977468.8 85
-1758704089173 1977468.8 86
-1758704099958 1977468.8 87
-1758704110851 1977468.8 88
-1758704121562 1977468.8 89
-1758704132096 1977468.8 90
-1758704142612 1977468.8 91
-1758704153200 1977468.8 92
-1758704163766 1977468.8 93
-1758704174426 1977468.8 94
-1758704185382 1977468.8 95
-1758704196226 1977468.8 96
-1758704206951 1977468.8 97
-1758704218076 1977468.8 98
-1758704228954 1977468.8 99
-1758704239672 1977468.8 100
-1758704250222 1977468.8 101
-1758704260764 1977468.8 102
-1758704271271 1977468.8 103
-1758704281889 1977468.8 104
-1758704292665 1977468.8 105
-1758704303307 1977468.8 106
-1758704314001 1977468.8 107
-1758704324655 1977468.8 108
-1758704335387 1977468.8 109
-1758704346102 1977468.8 110
-1758704356652 1977468.8 111
-1758704367179 1977468.8 112
-1758704377750 1977468.8 113
-1758704388332 1977468.8 114
-1758704398990 1977468.8 115
-1758704409649 1977468.8 116
-1758704420475 1977468.8 117
-1758704431374 1977468.8 118
-1758704442292 1977468.8 119
-1758704453124 1977468.8 120
-1758704463804 1977468.8 121
-1758704474514 1977468.8 122
-1758704485191 1977468.8 123
-1758704495846 1977468.8 124
-1758704506455 1977468.8 125
-1758704517010 1977468.8 126
-1758704527709 1977468.8 127
-1758704539134 1977468.8 128
-1758704551569 1977468.8 129
-1758704564361 1977468.8 130
-1758704576677 1977468.8 131
-1758704588569 1977468.8 132
-1758704600625 1977468.8 133
-1758704612633 1977468.8 134
-1758704624549 1977468.8 135
-1758704636698 1977468.8 136
-1758704648777 1977468.8 137
-1758704660842 1977468.8 138
-1758704672717 1977468.8 139
-1758704683422 1977468.8 140
-1758704694121 1977468.8 141
-1758704704883 1977468.8 142
-1758704715664 1977468.8 143
-1758704726526 1977468.8 144
-1758704737130 1977468.8 145
-1758704747777 1977468.8 146
-1758704758421 1977468.8 147
-1758704769072 1977468.8 148
-1758704779739 1977468.8 149
-1758704790369 1977468.8 150
-1758704801115 1977468.8 151
-1758704811827 1977468.8 152
-1758704822597 1977468.8 153
-1758704833448 1977468.8 154
-1758704844194 1977468.8 155
-1758704854871 1977468.8 156
-1758704865410 1977468.8 157
-1758704876086 1977468.8 158
-1758704886697 1977468.8 159
-1758704897521 1977468.8 160
-1758704908294 1977468.8 161
-1758704918999 1977468.8 162
-1758704929717 1977468.8 163
-1758704940471 1977468.8 164
-1758704951157 1977468.8 165
-1758704961765 1977468.8 166
-1758704972318 1977468.8 167
-1758704982931 1977468.8 168
-1758704993501 1977468.8 169
-1758705004308 1977468.8 170
-1758705015006 1977468.8 171
-1758705025916 1977468.8 172
-1758705036653 1977468.8 173
-1758705047338 1977468.8 174
-1758705057993 1977468.8 175
-1758705068841 1977468.8 176
-1758705079472 1977468.8 177
-1758705090172 1977468.8 178
-1758705101047 1977468.8 179
-1758705111780 1977468.8 180
-1758705122537 1977468.8 181
-1758705133380 1977468.8 182
-1758705144015 1977468.8 183
-1758705154642 1977468.8 184
-1758705165270 1977468.8 185
-1758705175980 1977468.8 186
-1758705187220 1977468.8 187
-1758705199872 1977468.8 188
-1758705212014 1977468.8 189
-1758705226456 1977468.8 190
-1758705239903 1977468.8 191
-1758705253072 1977468.8 192
-1758705265775 1977468.8 193
-1758705278376 1977468.8 194
-1758705291191 1977468.8 195
-1758705303523 1977468.8 196
-1758705316539 1977468.8 197
-1758705329145 1977468.8 198
-1758705340797 1977468.8 199
-1758705351425 1977468.8 200
-1758705362095 1977468.8 201
-1758705372844 1977468.8 202
-1758705383544 1977468.8 203
-1758705394289 1977468.8 204
-1758705404973 1977468.8 205
-1758705415639 1977468.8 206
-1758705426324 1977468.8 207
-1758705437127 1977468.8 208
-1758705447722 1977468.8 209
-1758705458361 1977468.8 210
-1758705468996 1977468.8 211
-1758705479640 1977468.8 212
-1758705490316 1977468.8 213
-1758705501011 1977468.8 214
-1758705511755 1977468.8 215
-1758705522862 1977468.8 216
-1758705533585 1977468.8 217
-1758705544308 1977468.8 218
-1758705555169 1977468.8 219
-1758705565939 1977468.8 220
-1758705576974 1977468.8 221
-1758705587593 1977468.8 222
-1758705598193 1977468.8 223
-1758705608786 1977468.8 224
-1758705619446 1977468.8 225
-1758705630105 1977468.8 226
-1758705640795 1977468.8 227
-1758705651597 1977468.8 228
-1758705662487 1977468.8 229
-1758705673198 1977468.8 230
-1758705683910 1977468.8 231
-1758705694618 1977468.8 232
-1758705705258 1977468.8 233
-1758705715865 1977468.8 234
-1758705726650 1977468.8 235
-1758705737304 1977468.8 236
-1758705747962 1977468.8 237
-1758705758667 1977468.8 238
-1758705769416 1977468.8 239
-1758705780152 1977468.8 240
-1758705791140 1977468.8 241
-1758705801817 1977468.8 242
-1758705812569 1977468.8 243
-1758705823264 1977468.8 244
-1758705834067 1977468.8 245
-1758705844730 1977468.8 246
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/metrics/system/disk_usage_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/metrics/system/disk_usage_megabytes
deleted file mode 100644
index e288317..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/metrics/system/disk_usage_megabytes
+++ /dev/null
@@ -1,247 +0,0 @@
-1758703135320 1218315.1 0
-1758703146050 1218315.1 1
-1758703156818 1221032.8 2
-1758703168182 1221032.8 3
-1758703179886 1221032.8 4
-1758703191674 1221025.0 5
-1758703202982 1221025.0 6
-1758703214367 1221025.0 7
-1758703225654 1221025.0 8
-1758703236520 1221025.0 9
-1758703247322 1221025.0 10
-1758703258493 1221025.0 11
-1758703269665 1221025.0 12
-1758703281048 1221025.0 13
-1758703292582 1221025.0 14
-1758703303866 1221025.0 15
-1758703315608 1221025.0 16
-1758703326703 1221025.0 17
-1758703338280 1221025.0 18
-1758703349413 1221025.0 19
-1758703360312 1221025.0 20
-1758703371321 1221025.0 21
-1758703382479 1221025.0 22
-1758703393414 1221025.0 23
-1758703404940 1221025.0 24
-1758703415713 1221025.0 25
-1758703426396 1221025.0 26
-1758703437100 1221025.0 27
-1758703447863 1221025.0 28
-1758703458412 1220968.7 29
-1758703468977 1220968.7 30
-1758703479735 1220968.7 31
-1758703490245 1220968.7 32
-1758703500989 1220968.7 33
-1758703511786 1220968.7 34
-1758703522537 1220968.7 35
-1758703533465 1220968.7 36
-1758703544423 1220968.7 37
-1758703555306 1220968.7 38
-1758703565864 1220968.7 39
-1758703576491 1220968.7 40
-1758703587033 1220968.7 41
-1758703597621 1220968.7 42
-1758703608223 1220968.7 43
-1758703618941 1220968.7 44
-1758703629654 1220968.7 45
-1758703640685 1220968.7 46
-1758703651421 1220968.7 47
-1758703662213 1220968.7 48
-1758703672982 1220968.7 49
-1758703683603 1220968.7 50
-1758703694257 1220968.7 51
-1758703704837 1220968.7 52
-1758703715458 1220968.7 53
-1758703726106 1220968.7 54
-1758703737003 1220968.7 55
-1758703748097 1220968.7 56
-1758703759106 1220968.7 57
-1758703769982 1220968.7 58
-1758703780829 1220968.7 59
-1758703791468 1220968.7 60
-1758703802035 1220968.7 61
-1758703812579 1220968.7 62
-1758703823225 1220968.7 63
-1758703833839 1220968.7 64
-1758703844586 1220968.7 65
-1758703855352 1220968.7 66
-1758703866157 1220968.7 67
-1758703876950 1220968.7 68
-1758703887640 1220968.7 69
-1758703898348 1220968.7 70
-1758703909593 1220968.7 71
-1758703921729 1220968.7 72
-1758703933735 1220968.7 73
-1758703945879 1220968.7 74
-1758703958594 1220968.7 75
-1758703971417 1220968.7 76
-1758703984049 1220968.7 77
-1758703997079 1220968.7 78
-1758704009891 1220968.7 79
-1758704022275 1220968.7 80
-1758704034330 1220968.7 81
-1758704045805 1220968.7 82
-1758704056539 1220968.7 83
-1758704067453 1220968.7 84
-1758704078420 1220968.7 85
-1758704089173 1220968.7 86
-1758704099958 1220968.7 87
-1758704110851 1220968.7 88
-1758704121562 1220968.7 89
-1758704132096 1220968.7 90
-1758704142612 1220968.7 91
-1758704153200 1220968.7 92
-1758704163766 1220968.7 93
-1758704174426 1220968.7 94
-1758704185382 1220968.7 95
-1758704196226 1220968.7 96
-1758704206951 1220968.7 97
-1758704218076 1220968.7 98
-1758704228954 1220968.7 99
-1758704239672 1220968.7 100
-1758704250222 1220968.7 101
-1758704260764 1220968.7 102
-1758704271271 1220968.7 103
-1758704281889 1220968.7 104
-1758704292665 1220968.7 105
-1758704303307 1220968.7 106
-1758704314001 1220968.7 107
-1758704324655 1220968.7 108
-1758704335387 1220968.7 109
-1758704346102 1220968.7 110
-1758704356652 1220968.7 111
-1758704367179 1220968.7 112
-1758704377750 1220968.7 113
-1758704388332 1220968.7 114
-1758704398990 1220968.7 115
-1758704409649 1220968.7 116
-1758704420475 1220968.7 117
-1758704431374 1220968.7 118
-1758704442292 1220968.7 119
-1758704453124 1220968.7 120
-1758704463804 1220968.7 121
-1758704474514 1220968.7 122
-1758704485191 1220968.7 123
-1758704495846 1220968.7 124
-1758704506455 1220968.7 125
-1758704517010 1220968.7 126
-1758704527709 1220968.7 127
-1758704539134 1220968.7 128
-1758704551569 1220968.7 129
-1758704564361 1220968.7 130
-1758704576677 1220968.7 131
-1758704588569 1220968.7 132
-1758704600625 1220968.7 133
-1758704612633 1220968.7 134
-1758704624549 1220968.7 135
-1758704636698 1220968.7 136
-1758704648777 1220968.7 137
-1758704660842 1220968.7 138
-1758704672717 1220968.7 139
-1758704683422 1220968.7 140
-1758704694121 1220968.7 141
-1758704704883 1220968.7 142
-1758704715664 1220968.7 143
-1758704726526 1220968.7 144
-1758704737130 1220968.7 145
-1758704747777 1220968.7 146
-1758704758421 1220968.7 147
-1758704769072 1220968.7 148
-1758704779739 1220968.7 149
-1758704790369 1220968.7 150
-1758704801115 1220968.7 151
-1758704811827 1220968.7 152
-1758704822597 1220968.7 153
-1758704833448 1220968.7 154
-1758704844194 1220968.7 155
-1758704854871 1220968.7 156
-1758704865410 1220968.7 157
-1758704876086 1220968.7 158
-1758704886697 1220968.7 159
-1758704897521 1220968.7 160
-1758704908294 1220968.7 161
-1758704918999 1220968.7 162
-1758704929717 1220968.7 163
-1758704940471 1220968.7 164
-1758704951157 1220968.7 165
-1758704961765 1220968.7 166
-1758704972318 1220968.7 167
-1758704982931 1220968.7 168
-1758704993501 1220968.7 169
-1758705004308 1220968.7 170
-1758705015006 1220968.7 171
-1758705025916 1220968.7 172
-1758705036653 1220968.7 173
-1758705047338 1220968.7 174
-1758705057993 1220968.7 175
-1758705068841 1220968.7 176
-1758705079472 1220968.7 177
-1758705090172 1220968.7 178
-1758705101047 1220968.7 179
-1758705111780 1220968.7 180
-1758705122537 1220968.7 181
-1758705133380 1220968.7 182
-1758705144015 1220968.7 183
-1758705154642 1220968.7 184
-1758705165270 1220968.7 185
-1758705175980 1220968.7 186
-1758705187220 1220968.7 187
-1758705199872 1220968.7 188
-1758705212014 1220968.7 189
-1758705226456 1220968.7 190
-1758705239903 1220968.7 191
-1758705253072 1220968.7 192
-1758705265775 1220968.7 193
-1758705278376 1220968.7 194
-1758705291191 1220968.7 195
-1758705303523 1220968.7 196
-1758705316539 1220968.7 197
-1758705329145 1220968.7 198
-1758705340797 1220968.7 199
-1758705351425 1220968.7 200
-1758705362095 1220968.7 201
-1758705372844 1220968.7 202
-1758705383544 1220968.7 203
-1758705394289 1220968.7 204
-1758705404973 1220968.7 205
-1758705415639 1220968.7 206
-1758705426324 1220968.7 207
-1758705437127 1220968.7 208
-1758705447722 1220968.7 209
-1758705458361 1220968.7 210
-1758705468996 1220968.7 211
-1758705479640 1220968.7 212
-1758705490316 1220968.7 213
-1758705501011 1220968.7 214
-1758705511755 1220968.7 215
-1758705522862 1220968.7 216
-1758705533585 1220968.7 217
-1758705544308 1220968.7 218
-1758705555169 1220968.7 219
-1758705565939 1220968.7 220
-1758705576974 1220968.7 221
-1758705587593 1220968.7 222
-1758705598193 1220968.7 223
-1758705608786 1220968.7 224
-1758705619446 1220968.7 225
-1758705630105 1220968.7 226
-1758705640795 1220968.7 227
-1758705651597 1220968.7 228
-1758705662487 1220968.7 229
-1758705673198 1220968.7 230
-1758705683910 1220968.7 231
-1758705694618 1220968.7 232
-1758705705258 1220968.7 233
-1758705715865 1220968.7 234
-1758705726650 1220968.7 235
-1758705737304 1220968.7 236
-1758705747962 1220968.7 237
-1758705758667 1220968.7 238
-1758705769416 1220968.7 239
-1758705780152 1220968.7 240
-1758705791140 1220968.7 241
-1758705801817 1220968.7 242
-1758705812569 1220968.7 243
-1758705823264 1220968.7 244
-1758705834067 1220968.7 245
-1758705844730 1220968.7 246
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/metrics/system/disk_usage_percentage b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/metrics/system/disk_usage_percentage
deleted file mode 100644
index 42693db..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/metrics/system/disk_usage_percentage
+++ /dev/null
@@ -1,247 +0,0 @@
-1758703135320 38.1 0
-1758703146050 38.1 1
-1758703156818 38.2 2
-1758703168182 38.2 3
-1758703179886 38.2 4
-1758703191674 38.2 5
-1758703202982 38.2 6
-1758703214367 38.2 7
-1758703225654 38.2 8
-1758703236520 38.2 9
-1758703247322 38.2 10
-1758703258493 38.2 11
-1758703269665 38.2 12
-1758703281048 38.2 13
-1758703292582 38.2 14
-1758703303866 38.2 15
-1758703315608 38.2 16
-1758703326703 38.2 17
-1758703338280 38.2 18
-1758703349413 38.2 19
-1758703360312 38.2 20
-1758703371321 38.2 21
-1758703382479 38.2 22
-1758703393414 38.2 23
-1758703404940 38.2 24
-1758703415713 38.2 25
-1758703426396 38.2 26
-1758703437100 38.2 27
-1758703447863 38.2 28
-1758703458412 38.2 29
-1758703468977 38.2 30
-1758703479735 38.2 31
-1758703490245 38.2 32
-1758703500989 38.2 33
-1758703511786 38.2 34
-1758703522537 38.2 35
-1758703533465 38.2 36
-1758703544423 38.2 37
-1758703555306 38.2 38
-1758703565864 38.2 39
-1758703576491 38.2 40
-1758703587033 38.2 41
-1758703597621 38.2 42
-1758703608223 38.2 43
-1758703618941 38.2 44
-1758703629654 38.2 45
-1758703640685 38.2 46
-1758703651421 38.2 47
-1758703662213 38.2 48
-1758703672982 38.2 49
-1758703683603 38.2 50
-1758703694257 38.2 51
-1758703704837 38.2 52
-1758703715458 38.2 53
-1758703726106 38.2 54
-1758703737003 38.2 55
-1758703748097 38.2 56
-1758703759106 38.2 57
-1758703769982 38.2 58
-1758703780829 38.2 59
-1758703791468 38.2 60
-1758703802035 38.2 61
-1758703812579 38.2 62
-1758703823225 38.2 63
-1758703833839 38.2 64
-1758703844586 38.2 65
-1758703855352 38.2 66
-1758703866157 38.2 67
-1758703876950 38.2 68
-1758703887640 38.2 69
-1758703898348 38.2 70
-1758703909593 38.2 71
-1758703921729 38.2 72
-1758703933735 38.2 73
-1758703945879 38.2 74
-1758703958594 38.2 75
-1758703971417 38.2 76
-1758703984049 38.2 77
-1758703997079 38.2 78
-1758704009891 38.2 79
-1758704022275 38.2 80
-1758704034330 38.2 81
-1758704045805 38.2 82
-1758704056539 38.2 83
-1758704067453 38.2 84
-1758704078420 38.2 85
-1758704089173 38.2 86
-1758704099958 38.2 87
-1758704110851 38.2 88
-1758704121562 38.2 89
-1758704132096 38.2 90
-1758704142612 38.2 91
-1758704153200 38.2 92
-1758704163766 38.2 93
-1758704174426 38.2 94
-1758704185382 38.2 95
-1758704196226 38.2 96
-1758704206951 38.2 97
-1758704218076 38.2 98
-1758704228954 38.2 99
-1758704239672 38.2 100
-1758704250222 38.2 101
-1758704260764 38.2 102
-1758704271271 38.2 103
-1758704281889 38.2 104
-1758704292665 38.2 105
-1758704303307 38.2 106
-1758704314001 38.2 107
-1758704324655 38.2 108
-1758704335387 38.2 109
-1758704346102 38.2 110
-1758704356652 38.2 111
-1758704367179 38.2 112
-1758704377750 38.2 113
-1758704388332 38.2 114
-1758704398990 38.2 115
-1758704409649 38.2 116
-1758704420475 38.2 117
-1758704431374 38.2 118
-1758704442292 38.2 119
-1758704453124 38.2 120
-1758704463804 38.2 121
-1758704474514 38.2 122
-1758704485191 38.2 123
-1758704495846 38.2 124
-1758704506455 38.2 125
-1758704517010 38.2 126
-1758704527709 38.2 127
-1758704539134 38.2 128
-1758704551569 38.2 129
-1758704564361 38.2 130
-1758704576677 38.2 131
-1758704588569 38.2 132
-1758704600625 38.2 133
-1758704612633 38.2 134
-1758704624549 38.2 135
-1758704636698 38.2 136
-1758704648777 38.2 137
-1758704660842 38.2 138
-1758704672717 38.2 139
-1758704683422 38.2 140
-1758704694121 38.2 141
-1758704704883 38.2 142
-1758704715664 38.2 143
-1758704726526 38.2 144
-1758704737130 38.2 145
-1758704747777 38.2 146
-1758704758421 38.2 147
-1758704769072 38.2 148
-1758704779739 38.2 149
-1758704790369 38.2 150
-1758704801115 38.2 151
-1758704811827 38.2 152
-1758704822597 38.2 153
-1758704833448 38.2 154
-1758704844194 38.2 155
-1758704854871 38.2 156
-1758704865410 38.2 157
-1758704876086 38.2 158
-1758704886697 38.2 159
-1758704897521 38.2 160
-1758704908294 38.2 161
-1758704918999 38.2 162
-1758704929717 38.2 163
-1758704940471 38.2 164
-1758704951157 38.2 165
-1758704961765 38.2 166
-1758704972318 38.2 167
-1758704982931 38.2 168
-1758704993501 38.2 169
-1758705004308 38.2 170
-1758705015006 38.2 171
-1758705025916 38.2 172
-1758705036653 38.2 173
-1758705047338 38.2 174
-1758705057993 38.2 175
-1758705068841 38.2 176
-1758705079472 38.2 177
-1758705090172 38.2 178
-1758705101047 38.2 179
-1758705111780 38.2 180
-1758705122537 38.2 181
-1758705133380 38.2 182
-1758705144015 38.2 183
-1758705154642 38.2 184
-1758705165270 38.2 185
-1758705175980 38.2 186
-1758705187220 38.2 187
-1758705199872 38.2 188
-1758705212014 38.2 189
-1758705226456 38.2 190
-1758705239903 38.2 191
-1758705253072 38.2 192
-1758705265775 38.2 193
-1758705278376 38.2 194
-1758705291191 38.2 195
-1758705303523 38.2 196
-1758705316539 38.2 197
-1758705329145 38.2 198
-1758705340797 38.2 199
-1758705351425 38.2 200
-1758705362095 38.2 201
-1758705372844 38.2 202
-1758705383544 38.2 203
-1758705394289 38.2 204
-1758705404973 38.2 205
-1758705415639 38.2 206
-1758705426324 38.2 207
-1758705437127 38.2 208
-1758705447722 38.2 209
-1758705458361 38.2 210
-1758705468996 38.2 211
-1758705479640 38.2 212
-1758705490316 38.2 213
-1758705501011 38.2 214
-1758705511755 38.2 215
-1758705522862 38.2 216
-1758705533585 38.2 217
-1758705544308 38.2 218
-1758705555169 38.2 219
-1758705565939 38.2 220
-1758705576974 38.2 221
-1758705587593 38.2 222
-1758705598193 38.2 223
-1758705608786 38.2 224
-1758705619446 38.2 225
-1758705630105 38.2 226
-1758705640795 38.2 227
-1758705651597 38.2 228
-1758705662487 38.2 229
-1758705673198 38.2 230
-1758705683910 38.2 231
-1758705694618 38.2 232
-1758705705258 38.2 233
-1758705715865 38.2 234
-1758705726650 38.2 235
-1758705737304 38.2 236
-1758705747962 38.2 237
-1758705758667 38.2 238
-1758705769416 38.2 239
-1758705780152 38.2 240
-1758705791140 38.2 241
-1758705801817 38.2 242
-1758705812569 38.2 243
-1758705823264 38.2 244
-1758705834067 38.2 245
-1758705844730 38.2 246
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/metrics/system/network_receive_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/metrics/system/network_receive_megabytes
deleted file mode 100644
index 37a33fb..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/metrics/system/network_receive_megabytes
+++ /dev/null
@@ -1,247 +0,0 @@
-1758703135320 0.0 0
-1758703146050 0.026499999999999996 1
-1758703156818 1274.877972 2
-1758703168182 1274.885538 3
-1758703179886 1274.894052 4
-1758703191674 1274.902344 5
-1758703202982 1274.910834 6
-1758703214367 1274.918466 7
-1758703225654 1274.92689 8
-1758703236520 1274.937007 9
-1758703247322 1274.951076 10
-1758703258493 1274.9587980000001 11
-1758703269665 1274.968278 12
-1758703281048 1274.975604 13
-1758703292582 1274.982972 14
-1758703303866 1274.9903160000001 15
-1758703315608 1274.997576 16
-1758703326703 1275.004944 17
-1758703338280 1275.0122880000001 18
-1758703349413 1275.019698 19
-1758703360312 1275.027108 20
-1758703371321 1275.034542 21
-1758703382479 1275.041802 22
-1758703393414 1275.04926 23
-1758703404940 1275.06393 24
-1758703415713 1275.071298 25
-1758703426396 1275.0789300000001 26
-1758703437100 1275.0865800000001 27
-1758703447863 1275.094212 28
-1758703458412 1275.101646 29
-1758703468977 1275.1091040000001 30
-1758703479735 1275.116604 31
-1758703490245 1275.124194 32
-1758703500989 1275.13176 33
-1758703511786 1275.139152 34
-1758703522537 1275.146454 35
-1758703533465 1275.153846 36
-1758703544423 1275.161346 37
-1758703555306 1275.168846 38
-1758703565864 1275.176262 39
-1758703576491 1275.183828 40
-1758703587033 1275.191352 41
-1758703597621 1275.198984 42
-1758703608223 1275.20655 43
-1758703618941 1275.214032 44
-1758703629654 1275.2214000000001 45
-1758703640685 1275.228834 46
-1758703651421 1275.236244 47
-1758703662213 1275.243744 48
-1758703672982 1275.251376 49
-1758703683603 1275.260757 50
-1758703694257 1275.2740740000002 51
-1758703704837 1275.281706 52
-1758703715458 1275.289272 53
-1758703726106 1275.2966880000001 54
-1758703737003 1275.304122 55
-1758703748097 1275.3114480000002 56
-1758703759106 1275.318816 57
-1758703769982 1275.32634 58
-1758703780829 1275.333864 59
-1758703791468 1275.341364 60
-1758703802035 1275.3488220000002 61
-1758703812579 1275.3563880000002 62
-1758703823225 1275.363888 63
-1758703833839 1275.371388 64
-1758703844586 1275.37893 65
-1758703855352 1275.386454 66
-1758703866157 1275.393714 67
-1758703876950 1275.401106 68
-1758703887640 1275.4085400000001 69
-1758703898348 1275.415866 70
-1758703909593 1275.42486 71
-1758703921729 1275.448688 72
-1758703933735 1275.456014 73
-1758703945879 1275.4633820000001 74
-1758703958594 1275.4706840000001 75
-1758703971417 1275.477944 76
-1758703984049 1275.4853540000001 77
-1758703997079 1275.5 78
-1758704009891 1275.507368 79
-1758704022275 1275.514736 80
-1758704034330 1275.5221040000001 81
-1758704045805 1275.529406 82
-1758704056539 1275.536732 83
-1758704067453 1275.544124 84
-1758704078420 1275.558968 85
-1758704089173 1275.566624 86
-1758704099958 1275.5741480000002 87
-1758704110851 1275.58169 88
-1758704121562 1275.589214 89
-1758704132096 1275.59678 90
-1758704142612 1275.6042380000001 91
-1758704153200 1275.61172 92
-1758704163766 1275.619022 93
-1758704174426 1275.626522 94
-1758704185382 1275.63398 95
-1758704196226 1275.641546 96
-1758704206951 1275.6491780000001 97
-1758704218076 1275.6567440000001 98
-1758704228954 1275.664376 99
-1758704239672 1275.671942 100
-1758704250222 1275.679508 101
-1758704260764 1275.686942 102
-1758704271271 1275.694268 103
-1758704281889 1275.7016780000001 104
-1758704292665 1275.70907 105
-1758704303307 1275.71657 106
-1758704314001 1275.7240940000002 107
-1758704324655 1275.731552 108
-1758704335387 1275.739118 109
-1758704346102 1275.748499 110
-1758704356652 1275.7616 111
-1758704367179 1275.7690340000001 112
-1758704377750 1275.776444 113
-1758704388332 1275.783836 114
-1758704398990 1275.791204 115
-1758704409649 1275.798794 116
-1758704420475 1275.8062280000001 117
-1758704431374 1275.813752 118
-1758704442292 1275.8211860000001 119
-1758704453124 1275.828818 120
-1758704463804 1275.836384 121
-1758704474514 1275.843866 122
-1758704485191 1275.85154 123
-1758704495846 1275.8588 124
-1758704506455 1275.866168 125
-1758704517010 1275.87356 126
-1758704527709 1275.880928 127
-1758704539134 1275.899271 128
-1758704551569 1275.9065970000001 129
-1758704564361 1275.921201 130
-1758704576677 1275.928461 131
-1758704588569 1275.935829 132
-1758704600625 1275.943131 133
-1758704612633 1275.950433 134
-1758704624549 1275.957801 135
-1758704636698 1275.965211 136
-1758704648777 1275.979881 137
-1758704660842 1275.9872070000001 138
-1758704672717 1275.994551 139
-1758704683422 1276.001811 140
-1758704694121 1276.009245 141
-1758704704883 1276.016769 142
-1758704715664 1276.0244010000001 143
-1758704726526 1276.032033 144
-1758704737130 1276.039515 145
-1758704747777 1276.047015 146
-1758704758421 1276.054515 147
-1758704769072 1276.062057 148
-1758704779739 1276.069671 149
-1758704790369 1276.077015 150
-1758704801115 1276.084449 151
-1758704811827 1276.091949 152
-1758704822597 1276.099449 153
-1758704833448 1276.106907 154
-1758704844194 1276.121733 155
-1758704854871 1276.129479 156
-1758704865410 1276.137045 157
-1758704876086 1276.1444370000002 158
-1758704886697 1276.1520030000001 159
-1758704897521 1276.159263 160
-1758704908294 1276.166565 161
-1758704918999 1276.173909 162
-1758704929717 1276.181409 163
-1758704940471 1276.188867 164
-1758704951157 1276.1963250000001 165
-1758704961765 1276.203891 166
-1758704972318 1276.2113490000002 167
-1758704982931 1276.2189150000002 168
-1758704993501 1276.226439 169
-1758705004308 1276.234005 170
-1758705015006 1276.241463 171
-1758705025916 1276.2487230000002 172
-1758705036653 1276.2560250000001 173
-1758705047338 1276.263525 174
-1758705057993 1276.2711570000001 175
-1758705068841 1276.2787230000001 176
-1758705079472 1276.286223 177
-1758705090172 1276.293747 178
-1758705101047 1276.301205 179
-1758705111780 1276.3161870000001 180
-1758705122537 1276.323687 181
-1758705133380 1276.331187 182
-1758705144015 1276.3385130000001 183
-1758705154642 1276.345881 184
-1758705165270 1276.3532910000001 185
-1758705175980 1276.360617 186
-1758705187220 1276.367985 187
-1758705199872 1276.386185 188
-1758705212014 1276.393553 189
-1758705226456 1276.400813 190
-1758705239903 1276.415501 191
-1758705253072 1276.422785 192
-1758705265775 1276.430087 193
-1758705278376 1276.437521 194
-1758705291191 1276.4522570000001 195
-1758705303523 1276.459625 196
-1758705316539 1276.466969 197
-1758705329145 1276.474337 198
-1758705340797 1276.4817050000001 199
-1758705351425 1276.489139 200
-1758705362095 1276.496465 201
-1758705372844 1276.503899 202
-1758705383544 1276.511465 203
-1758705394289 1276.519055 204
-1758705404973 1276.526513 205
-1758705415639 1276.535778 206
-1758705426324 1276.549061 207
-1758705437127 1276.556807 208
-1758705447722 1276.564241 209
-1758705458361 1276.5715910000001 210
-1758705468996 1276.578959 211
-1758705479640 1276.586285 212
-1758705490316 1276.593851 213
-1758705501011 1276.6013090000001 214
-1758705511755 1276.608941 215
-1758705522862 1276.6164410000001 216
-1758705533585 1276.623857 217
-1758705544308 1276.631249 218
-1758705555169 1276.638749 219
-1758705565939 1276.6462490000001 220
-1758705576974 1276.653509 221
-1758705587593 1276.660811 222
-1758705598193 1276.668287 223
-1758705608786 1276.6757870000001 224
-1758705619446 1276.683287 225
-1758705630105 1276.690811 226
-1758705640795 1276.698419 227
-1758705651597 1276.705943 228
-1758705662487 1276.7134250000001 229
-1758705673198 1276.727762 230
-1758705683910 1276.735817 231
-1758705694618 1276.743119 232
-1758705705258 1276.750487 233
-1758705715865 1276.757657 234
-1758705726650 1276.765091 235
-1758705737304 1276.772723 236
-1758705747962 1276.780355 237
-1758705758667 1276.787879 238
-1758705769416 1276.795487 239
-1758705780152 1276.8031190000002 240
-1758705791140 1276.810577 241
-1758705801817 1276.8181670000001 242
-1758705812569 1276.825559 243
-1758705823264 1276.8329270000002 244
-1758705834067 1276.8401450000001 245
-1758705844730 1276.847669 246
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/metrics/system/network_transmit_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/metrics/system/network_transmit_megabytes
deleted file mode 100644
index 562fdb0..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/metrics/system/network_transmit_megabytes
+++ /dev/null
@@ -1,247 +0,0 @@
-1758703135320 0.0 0
-1758703146050 0.010911 1
-1758703156818 11.148264999999999 2
-1758703168182 11.154122 3
-1758703179886 11.160917 4
-1758703191674 11.166939 5
-1758703202982 11.172077 6
-1758703214367 11.177506 7
-1758703225654 11.183662 8
-1758703236520 11.189858999999998 9
-1758703247322 11.199974 10
-1758703258493 11.20535 11
-1758703269665 11.214644999999999 12
-1758703281048 11.219743999999999 13
-1758703292582 11.224843 14
-1758703303866 11.229875999999999 15
-1758703315608 11.234974 16
-1758703326703 11.240139999999998 17
-1758703338280 11.244663999999998 18
-1758703349413 11.249189 19
-1758703360312 11.254352999999998 20
-1758703371321 11.259385 21
-1758703382479 11.264482999999998 22
-1758703393414 11.269580999999999 23
-1758703404940 11.279070999999998 24
-1758703415713 11.285957 25
-1758703426396 11.300635999999999 26
-1758703437100 11.314542999999999 27
-1758703447863 11.328515999999999 28
-1758703458412 11.341206999999999 29
-1758703468977 11.354538 30
-1758703479735 11.367802 31
-1758703490245 11.381317999999998 32
-1758703500989 11.394646999999999 33
-1758703511786 11.400958999999999 34
-1758703522537 11.405990999999998 35
-1758703533465 11.411088999999999 36
-1758703544423 11.422699 37
-1758703555306 11.435965 38
-1758703565864 11.449231 39
-1758703576491 11.462561999999998 40
-1758703587033 11.475893 41
-1758703597621 11.490568999999999 42
-1758703608223 11.503964999999999 43
-1758703618941 11.518576999999999 44
-1758703629654 11.528329999999999 45
-1758703640685 11.533427999999999 46
-1758703651421 11.538526 47
-1758703662213 11.549496 48
-1758703672982 11.563469 49
-1758703683603 11.579801 50
-1758703694257 11.604614999999999 51
-1758703704837 11.618011999999998 52
-1758703715458 11.632624999999999 53
-1758703726106 11.646465 54
-1758703737003 11.655712 55
-1758703748097 11.66081 56
-1758703759106 11.665908 57
-1758703769982 11.676371 58
-1758703780829 11.689703 59
-1758703791468 11.704249999999998 60
-1758703802035 11.717516 61
-1758703812579 11.731421999999998 62
-1758703823225 11.744687999999998 63
-1758703833839 11.758529 64
-1758703844586 11.772369 65
-1758703855352 11.782831 66
-1758703866157 11.787863 67
-1758703876950 11.793092999999999 68
-1758703887640 11.799404999999998 69
-1758703898348 11.805554999999998 70
-1758703909593 11.813483999999999 71
-1758703921729 11.828396 72
-1758703933735 11.833497 73
-1758703945879 11.838023 74
-1758703958594 11.842547999999999 75
-1758703971417 11.847582999999998 76
-1758703984049 11.851533 77
-1758703997079 11.860451999999999 78
-1758704009891 11.864977999999999 79
-1758704022275 11.870078999999999 80
-1758704034330 11.874604999999999 81
-1758704045805 11.878488999999998 82
-1758704056539 11.883014999999999 83
-1758704067453 11.892838 84
-1758704078420 11.917634 85
-1758704089173 11.931555999999999 86
-1758704099958 11.945528999999999 87
-1758704110851 11.95885 88
-1758704121562 11.972757 89
-1758704132096 11.986664 90
-1758704142612 11.998206 91
-1758704153200 12.003435999999999 92
-1758704163766 12.008534 93
-1758704174426 12.017781 94
-1758704185382 12.030603999999999 95
-1758704196226 12.045217 96
-1758704206951 12.058615 97
-1758704218076 12.072522 98
-1758704228954 12.086495 99
-1758704239672 12.100401999999999 100
-1758704250222 12.113733 101
-1758704260764 12.125848 102
-1758704271271 12.130946 103
-1758704281889 12.136043999999998 104
-1758704292665 12.145290999999999 105
-1758704303307 12.158048999999998 106
-1758704314001 12.171956 107
-1758704324655 12.185796999999999 108
-1758704335387 12.199703999999999 109
-1758704346102 12.216035999999999 110
-1758704356652 12.241292999999999 111
-1758704367179 12.252768 112
-1758704377750 12.257866 113
-1758704388332 12.262963999999998 114
-1758704398990 12.272144999999998 115
-1758704409649 12.285542999999999 116
-1758704420475 12.298234999999998 117
-1758704431374 12.312142 118
-1758704442292 12.324834999999998 119
-1758704453124 12.338807999999998 120
-1758704463804 12.352715 121
-1758704474514 12.365979 122
-1758704485191 12.379375 123
-1758704495846 12.385620999999999 124
-1758704506455 12.390718999999999 125
-1758704517010 12.395883 126
-1758704527709 12.403122999999999 127
-1758704539134 12.414221 128
-1758704551569 12.420983999999999 129
-1758704564361 12.430477999999999 130
-1758704576677 12.435004 131
-1758704588569 12.440104 132
-1758704600625 12.444564 133
-1758704612633 12.44909 134
-1758704624549 12.453615999999998 135
-1758704636698 12.458716999999998 136
-1758704648777 12.466550999999999 137
-1758704660842 12.471651999999999 138
-1758704672717 12.476111999999999 139
-1758704683422 12.481147 140
-1758704694121 12.490967999999999 141
-1758704704883 12.504301 142
-1758704715664 12.517698999999999 143
-1758704726526 12.531671999999999 144
-1758704737130 12.545578999999998 145
-1758704747777 12.558337 146
-1758704758421 12.572883999999998 147
-1758704769072 12.586725 148
-1758704779739 12.597252999999998 149
-1758704790369 12.602284999999998 150
-1758704801115 12.606874999999999 151
-1758704811827 12.61727 152
-1758704822597 12.630028 153
-1758704833448 12.643294 154
-1758704844194 12.669879 155
-1758704854871 12.68329 156
-1758704865410 12.697197 157
-1758704876086 12.709888999999999 158
-1758704886697 12.723794 159
-1758704897521 12.728826 160
-1758704908294 12.733858 161
-1758704918999 12.740677 162
-1758704929717 12.752861 163
-1758704940471 12.765619 164
-1758704951157 12.779459999999998 165
-1758704961765 12.792791999999999 166
-1758704972318 12.805549999999998 167
-1758704982931 12.818881999999999 168
-1758704993501 12.832789 169
-1758705004308 12.846120999999998 170
-1758705015006 12.856516999999998 171
-1758705025916 12.861548999999998 172
-1758705036653 12.866580999999998 173
-1758705047338 12.874745999999998 174
-1758705057993 12.888179999999998 175
-1758705068841 12.901003999999999 176
-1758705079472 12.913827999999999 177
-1758705090172 12.927734999999998 178
-1758705101047 12.940999999999999 179
-1758705111780 12.967089999999999 180
-1758705122537 12.979781999999998 181
-1758705133380 12.988389999999999 182
-1758705144015 12.993488 183
-1758705154642 12.998586 184
-1758705165270 13.004897999999999 185
-1758705175980 13.012084 186
-1758705187220 13.019722999999999 187
-1758705199872 13.029361999999999 188
-1758705212014 13.034529 189
-1758705226456 13.039563999999999 190
-1758705239903 13.047972999999999 191
-1758705253072 13.052499 192
-1758705265775 13.057533999999999 193
-1758705278376 13.062700999999999 194
-1758705291191 13.071819 195
-1758705303523 13.076345 196
-1758705316539 13.08138 197
-1758705329145 13.086537 198
-1758705340797 13.091638 199
-1758705351425 13.096870999999998 200
-1758705362095 13.103181999999999 201
-1758705372844 13.115874 202
-1758705383544 13.129206 203
-1758705394289 13.142603999999999 204
-1758705404973 13.155869999999998 205
-1758705415639 13.169441999999998 206
-1758705426324 13.19421 207
-1758705437127 13.207806 208
-1758705447722 13.216987999999999 209
-1758705458361 13.222164 210
-1758705468996 13.227262 211
-1758705479640 13.237017 212
-1758705490316 13.250924 213
-1758705501011 13.26419 214
-1758705511755 13.278163 215
-1758705522862 13.292003999999999 216
-1758705533585 13.304761999999998 217
-1758705544308 13.318028 218
-1758705555169 13.331294 219
-1758705565939 13.344052 220
-1758705576974 13.349658999999999 221
-1758705587593 13.354690999999999 222
-1758705598193 13.35864 223
-1758705608786 13.370757 224
-1758705619446 13.384597999999999 225
-1758705630105 13.397862 226
-1758705640795 13.412474 227
-1758705651597 13.425806 228
-1758705662487 13.439713 229
-1758705673198 13.464376999999999 230
-1758705683910 13.476132999999999 231
-1758705694618 13.481164999999999 232
-1758705705258 13.486329 233
-1758705715865 13.492495 234
-1758705726650 13.505185999999998 235
-1758705737304 13.518009999999999 236
-1758705747962 13.531979999999999 237
-1758705758667 13.545952 238
-1758705769416 13.560564999999999 239
-1758705780152 13.574537999999999 240
-1758705791140 13.587361999999999 241
-1758705801817 13.60076 242
-1758705812569 13.609368 243
-1758705823264 13.614465999999998 244
-1758705834067 13.618924 245
-1758705844730 13.625381999999998 246
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/metrics/system/system_memory_usage_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/metrics/system/system_memory_usage_megabytes
deleted file mode 100644
index eefe3b1..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/metrics/system/system_memory_usage_megabytes
+++ /dev/null
@@ -1,247 +0,0 @@
-1758703135320 34762.9 0
-1758703146050 36098.5 1
-1758703156818 36168.5 2
-1758703168182 35198.3 3
-1758703179886 35299.3 4
-1758703191674 35310.1 5
-1758703202982 35326.0 6
-1758703214367 35373.6 7
-1758703225654 35523.8 8
-1758703236520 36271.9 9
-1758703247322 36348.3 10
-1758703258493 36383.7 11
-1758703269665 36371.9 12
-1758703281048 36332.0 13
-1758703292582 36360.2 14
-1758703303866 36387.7 15
-1758703315608 36419.5 16
-1758703326703 36444.0 17
-1758703338280 36454.7 18
-1758703349413 36491.1 19
-1758703360312 36508.1 20
-1758703371321 36558.1 21
-1758703382479 36578.2 22
-1758703393414 36539.9 23
-1758703404940 36530.7 24
-1758703415713 37146.5 25
-1758703426396 37232.7 26
-1758703437100 37524.9 27
-1758703447863 37475.0 28
-1758703458412 37490.1 29
-1758703468977 37527.9 30
-1758703479735 37553.8 31
-1758703490245 38058.6 32
-1758703500989 37821.3 33
-1758703511786 38019.4 34
-1758703522537 38052.3 35
-1758703533465 37235.1 36
-1758703544423 37445.2 37
-1758703555306 37488.6 38
-1758703565864 37463.6 39
-1758703576491 37502.5 40
-1758703587033 37556.8 41
-1758703597621 37526.4 42
-1758703608223 37576.3 43
-1758703618941 37317.9 44
-1758703629654 37477.1 45
-1758703640685 37510.5 46
-1758703651421 37334.1 47
-1758703662213 37456.1 48
-1758703672982 37505.6 49
-1758703683603 37453.0 50
-1758703694257 37514.9 51
-1758703704837 37477.8 52
-1758703715458 37513.2 53
-1758703726106 37567.3 54
-1758703737003 37419.2 55
-1758703748097 37461.7 56
-1758703759106 37492.1 57
-1758703769982 37133.4 58
-1758703780829 37209.5 59
-1758703791468 37244.7 60
-1758703802035 37232.3 61
-1758703812579 37268.1 62
-1758703823225 37308.0 63
-1758703833839 37292.3 64
-1758703844586 37253.8 65
-1758703855352 37250.9 66
-1758703866157 37310.4 67
-1758703876950 38793.4 68
-1758703887640 40186.8 69
-1758703898348 40244.1 70
-1758703909593 41369.5 71
-1758703921729 40253.3 72
-1758703933735 40355.0 73
-1758703945879 40347.3 74
-1758703958594 40866.0 75
-1758703971417 40872.4 76
-1758703984049 40853.4 77
-1758703997079 40871.4 78
-1758704009891 40902.9 79
-1758704022275 40918.0 80
-1758704034330 41208.8 81
-1758704045805 41212.9 82
-1758704056539 41810.1 83
-1758704067453 41899.6 84
-1758704078420 41857.6 85
-1758704089173 41875.2 86
-1758704099958 41935.6 87
-1758704110851 41983.2 88
-1758704121562 41882.6 89
-1758704132096 41850.4 90
-1758704142612 41954.7 91
-1758704153200 41872.1 92
-1758704163766 41904.3 93
-1758704174426 41941.5 94
-1758704185382 41998.2 95
-1758704196226 42037.5 96
-1758704206951 42054.2 97
-1758704218076 42048.6 98
-1758704228954 42048.3 99
-1758704239672 42134.7 100
-1758704250222 42128.4 101
-1758704260764 41916.1 102
-1758704271271 41893.6 103
-1758704281889 41458.0 104
-1758704292665 41745.5 105
-1758704303307 41906.6 106
-1758704314001 41959.9 107
-1758704324655 41968.0 108
-1758704335387 41986.5 109
-1758704346102 42008.1 110
-1758704356652 42121.9 111
-1758704367179 42036.0 112
-1758704377750 42164.0 113
-1758704388332 42164.7 114
-1758704398990 41715.7 115
-1758704409649 41865.2 116
-1758704420475 41984.9 117
-1758704431374 41982.3 118
-1758704442292 41499.9 119
-1758704453124 41501.5 120
-1758704463804 41543.0 121
-1758704474514 41648.1 122
-1758704485191 41594.3 123
-1758704495846 41716.9 124
-1758704506455 41811.4 125
-1758704517010 44117.4 126
-1758704527709 44192.0 127
-1758704539134 45900.8 128
-1758704551569 45401.7 129
-1758704564361 45425.4 130
-1758704576677 45438.4 131
-1758704588569 46248.1 132
-1758704600625 46401.9 133
-1758704612633 46417.3 134
-1758704624549 46432.5 135
-1758704636698 46499.6 136
-1758704648777 46522.1 137
-1758704660842 46563.4 138
-1758704672717 46619.6 139
-1758704683422 46834.1 140
-1758704694121 47543.2 141
-1758704704883 47694.1 142
-1758704715664 47759.6 143
-1758704726526 47778.5 144
-1758704737130 47934.7 145
-1758704747777 47941.8 146
-1758704758421 47953.3 147
-1758704769072 47223.2 148
-1758704779739 47719.9 149
-1758704790369 47882.6 150
-1758704801115 47423.5 151
-1758704811827 48042.9 152
-1758704822597 48144.8 153
-1758704833448 48205.3 154
-1758704844194 48248.2 155
-1758704854871 48276.7 156
-1758704865410 48316.7 157
-1758704876086 48342.7 158
-1758704886697 47408.4 159
-1758704897521 47963.3 160
-1758704908294 48214.2 161
-1758704918999 47162.9 162
-1758704929717 47741.6 163
-1758704940471 48065.3 164
-1758704951157 48084.1 165
-1758704961765 48120.0 166
-1758704972318 48158.1 167
-1758704982931 48273.6 168
-1758704993501 48270.8 169
-1758705004308 48225.9 170
-1758705015006 47922.0 171
-1758705025916 48283.1 172
-1758705036653 47182.1 173
-1758705047338 47873.3 174
-1758705057993 48146.5 175
-1758705068841 48264.5 176
-1758705079472 48222.4 177
-1758705090172 48242.8 178
-1758705101047 48121.7 179
-1758705111780 48147.0 180
-1758705122537 48137.7 181
-1758705133380 47594.4 182
-1758705144015 48102.7 183
-1758705154642 48140.4 184
-1758705165270 48697.4 185
-1758705175980 48766.1 186
-1758705187220 49758.8 187
-1758705199872 50108.9 188
-1758705212014 50075.8 189
-1758705226456 50072.5 190
-1758705239903 50641.7 191
-1758705253072 51126.1 192
-1758705265775 51179.4 193
-1758705278376 51096.1 194
-1758705291191 51201.8 195
-1758705303523 51171.6 196
-1758705316539 51241.6 197
-1758705329145 51310.3 198
-1758705340797 51308.6 199
-1758705351425 51672.6 200
-1758705362095 52465.4 201
-1758705372844 52946.5 202
-1758705383544 53170.0 203
-1758705394289 53190.8 204
-1758705404973 53208.0 205
-1758705415639 53238.5 206
-1758705426324 53147.2 207
-1758705437127 53141.5 208
-1758705447722 52286.7 209
-1758705458361 53022.8 210
-1758705468996 53367.6 211
-1758705479640 52427.6 212
-1758705490316 53041.2 213
-1758705501011 53406.3 214
-1758705511755 53429.3 215
-1758705522862 53580.9 216
-1758705533585 53623.3 217
-1758705544308 53625.0 218
-1758705555169 53703.2 219
-1758705565939 52625.4 220
-1758705576974 53166.6 221
-1758705587593 53656.0 222
-1758705598193 52602.1 223
-1758705608786 53155.0 224
-1758705619446 53517.0 225
-1758705630105 53596.1 226
-1758705640795 53518.8 227
-1758705651597 53494.7 228
-1758705662487 53526.7 229
-1758705673198 53559.7 230
-1758705683910 52291.1 231
-1758705694618 52862.5 232
-1758705705258 53298.7 233
-1758705715865 51874.0 234
-1758705726650 52587.3 235
-1758705737304 53162.0 236
-1758705747962 53394.0 237
-1758705758667 53449.5 238
-1758705769416 53460.8 239
-1758705780152 53484.5 240
-1758705791140 53596.2 241
-1758705801817 52148.1 242
-1758705812569 52902.1 243
-1758705823264 53316.7 244
-1758705834067 53710.4 245
-1758705844730 52999.4 246
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/metrics/system/system_memory_usage_percentage b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/metrics/system/system_memory_usage_percentage
deleted file mode 100644
index b4dd394..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/metrics/system/system_memory_usage_percentage
+++ /dev/null
@@ -1,247 +0,0 @@
-1758703135320 2.6 0
-1758703146050 2.7 1
-1758703156818 2.7 2
-1758703168182 2.6 3
-1758703179886 2.6 4
-1758703191674 2.6 5
-1758703202982 2.6 6
-1758703214367 2.6 7
-1758703225654 2.6 8
-1758703236520 2.7 9
-1758703247322 2.7 10
-1758703258493 2.7 11
-1758703269665 2.7 12
-1758703281048 2.7 13
-1758703292582 2.7 14
-1758703303866 2.7 15
-1758703315608 2.7 16
-1758703326703 2.7 17
-1758703338280 2.7 18
-1758703349413 2.7 19
-1758703360312 2.7 20
-1758703371321 2.7 21
-1758703382479 2.7 22
-1758703393414 2.7 23
-1758703404940 2.7 24
-1758703415713 2.7 25
-1758703426396 2.8 26
-1758703437100 2.8 27
-1758703447863 2.8 28
-1758703458412 2.8 29
-1758703468977 2.8 30
-1758703479735 2.8 31
-1758703490245 2.8 32
-1758703500989 2.8 33
-1758703511786 2.8 34
-1758703522537 2.8 35
-1758703533465 2.8 36
-1758703544423 2.8 37
-1758703555306 2.8 38
-1758703565864 2.8 39
-1758703576491 2.8 40
-1758703587033 2.8 41
-1758703597621 2.8 42
-1758703608223 2.8 43
-1758703618941 2.8 44
-1758703629654 2.8 45
-1758703640685 2.8 46
-1758703651421 2.8 47
-1758703662213 2.8 48
-1758703672982 2.8 49
-1758703683603 2.8 50
-1758703694257 2.8 51
-1758703704837 2.8 52
-1758703715458 2.8 53
-1758703726106 2.8 54
-1758703737003 2.8 55
-1758703748097 2.8 56
-1758703759106 2.8 57
-1758703769982 2.7 58
-1758703780829 2.8 59
-1758703791468 2.8 60
-1758703802035 2.8 61
-1758703812579 2.8 62
-1758703823225 2.8 63
-1758703833839 2.8 64
-1758703844586 2.8 65
-1758703855352 2.8 66
-1758703866157 2.8 67
-1758703876950 2.9 68
-1758703887640 3.0 69
-1758703898348 3.0 70
-1758703909593 3.1 71
-1758703921729 3.0 72
-1758703933735 3.0 73
-1758703945879 3.0 74
-1758703958594 3.0 75
-1758703971417 3.0 76
-1758703984049 3.0 77
-1758703997079 3.0 78
-1758704009891 3.0 79
-1758704022275 3.0 80
-1758704034330 3.0 81
-1758704045805 3.0 82
-1758704056539 3.1 83
-1758704067453 3.1 84
-1758704078420 3.1 85
-1758704089173 3.1 86
-1758704099958 3.1 87
-1758704110851 3.1 88
-1758704121562 3.1 89
-1758704132096 3.1 90
-1758704142612 3.1 91
-1758704153200 3.1 92
-1758704163766 3.1 93
-1758704174426 3.1 94
-1758704185382 3.1 95
-1758704196226 3.1 96
-1758704206951 3.1 97
-1758704218076 3.1 98
-1758704228954 3.1 99
-1758704239672 3.1 100
-1758704250222 3.1 101
-1758704260764 3.1 102
-1758704271271 3.1 103
-1758704281889 3.1 104
-1758704292665 3.1 105
-1758704303307 3.1 106
-1758704314001 3.1 107
-1758704324655 3.1 108
-1758704335387 3.1 109
-1758704346102 3.1 110
-1758704356652 3.1 111
-1758704367179 3.1 112
-1758704377750 3.1 113
-1758704388332 3.1 114
-1758704398990 3.1 115
-1758704409649 3.1 116
-1758704420475 3.1 117
-1758704431374 3.1 118
-1758704442292 3.1 119
-1758704453124 3.1 120
-1758704463804 3.1 121
-1758704474514 3.1 122
-1758704485191 3.1 123
-1758704495846 3.1 124
-1758704506455 3.1 125
-1758704517010 3.3 126
-1758704527709 3.3 127
-1758704539134 3.4 128
-1758704551569 3.4 129
-1758704564361 3.4 130
-1758704576677 3.4 131
-1758704588569 3.4 132
-1758704600625 3.4 133
-1758704612633 3.4 134
-1758704624549 3.4 135
-1758704636698 3.4 136
-1758704648777 3.4 137
-1758704660842 3.4 138
-1758704672717 3.4 139
-1758704683422 3.5 140
-1758704694121 3.5 141
-1758704704883 3.5 142
-1758704715664 3.5 143
-1758704726526 3.5 144
-1758704737130 3.5 145
-1758704747777 3.5 146
-1758704758421 3.5 147
-1758704769072 3.5 148
-1758704779739 3.5 149
-1758704790369 3.5 150
-1758704801115 3.5 151
-1758704811827 3.6 152
-1758704822597 3.6 153
-1758704833448 3.6 154
-1758704844194 3.6 155
-1758704854871 3.6 156
-1758704865410 3.6 157
-1758704876086 3.6 158
-1758704886697 3.5 159
-1758704897521 3.5 160
-1758704908294 3.6 161
-1758704918999 3.5 162
-1758704929717 3.5 163
-1758704940471 3.6 164
-1758704951157 3.6 165
-1758704961765 3.6 166
-1758704972318 3.6 167
-1758704982931 3.6 168
-1758704993501 3.6 169
-1758705004308 3.6 170
-1758705015006 3.5 171
-1758705025916 3.6 172
-1758705036653 3.5 173
-1758705047338 3.5 174
-1758705057993 3.6 175
-1758705068841 3.6 176
-1758705079472 3.6 177
-1758705090172 3.6 178
-1758705101047 3.6 179
-1758705111780 3.6 180
-1758705122537 3.6 181
-1758705133380 3.5 182
-1758705144015 3.6 183
-1758705154642 3.6 184
-1758705165270 3.6 185
-1758705175980 3.6 186
-1758705187220 3.7 187
-1758705199872 3.7 188
-1758705212014 3.7 189
-1758705226456 3.7 190
-1758705239903 3.7 191
-1758705253072 3.8 192
-1758705265775 3.8 193
-1758705278376 3.8 194
-1758705291191 3.8 195
-1758705303523 3.8 196
-1758705316539 3.8 197
-1758705329145 3.8 198
-1758705340797 3.8 199
-1758705351425 3.8 200
-1758705362095 3.9 201
-1758705372844 3.9 202
-1758705383544 3.9 203
-1758705394289 3.9 204
-1758705404973 3.9 205
-1758705415639 3.9 206
-1758705426324 3.9 207
-1758705437127 3.9 208
-1758705447722 3.9 209
-1758705458361 3.9 210
-1758705468996 3.9 211
-1758705479640 3.9 212
-1758705490316 3.9 213
-1758705501011 3.9 214
-1758705511755 3.9 215
-1758705522862 4.0 216
-1758705533585 4.0 217
-1758705544308 4.0 218
-1758705555169 4.0 219
-1758705565939 3.9 220
-1758705576974 3.9 221
-1758705587593 4.0 222
-1758705598193 3.9 223
-1758705608786 3.9 224
-1758705619446 4.0 225
-1758705630105 4.0 226
-1758705640795 4.0 227
-1758705651597 4.0 228
-1758705662487 4.0 229
-1758705673198 4.0 230
-1758705683910 3.9 231
-1758705694618 3.9 232
-1758705705258 3.9 233
-1758705715865 3.8 234
-1758705726650 3.9 235
-1758705737304 3.9 236
-1758705747962 3.9 237
-1758705758667 4.0 238
-1758705769416 4.0 239
-1758705780152 4.0 240
-1758705791140 4.0 241
-1758705801817 3.9 242
-1758705812569 3.9 243
-1758705823264 3.9 244
-1758705834067 4.0 245
-1758705844730 3.9 246
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/tags/mlflow.loggedArtifacts b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/tags/mlflow.loggedArtifacts
deleted file mode 100644
index c51d6f9..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/tags/mlflow.loggedArtifacts
+++ /dev/null
@@ -1 +0,0 @@
-[{"path": "results_table.json", "type": "table"}]
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/tags/mlflow.note.content b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/tags/mlflow.note.content
deleted file mode 100644
index 0a23d36..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/tags/mlflow.note.content
+++ /dev/null
@@ -1 +0,0 @@
-No description provided
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/tags/mlflow.runName b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/tags/mlflow.runName
deleted file mode 100644
index 13742df..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/tags/mlflow.runName
+++ /dev/null
@@ -1 +0,0 @@
-top_run_geotune-qokd9fqyuhxbgyyiuurpxu
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/tags/mlflow.source.name b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/tags/mlflow.source.name
deleted file mode 100644
index 0e63812..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/tags/mlflow.source.name
+++ /dev/null
@@ -1 +0,0 @@
-/opt/miniforge/bin/terratorch
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/tags/mlflow.source.type b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/tags/mlflow.source.type
deleted file mode 100644
index 4a62035..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/tags/mlflow.source.type
+++ /dev/null
@@ -1 +0,0 @@
-LOCAL
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/tags/mlflow.user b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/tags/mlflow.user
deleted file mode 100644
index 146423e..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/0fa9e4f1f90a4e6bb548f5090331a634/tags/mlflow.user
+++ /dev/null
@@ -1 +0,0 @@
-1001810000
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/meta.yaml b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/meta.yaml
deleted file mode 100644
index 4845b94..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/meta.yaml
+++ /dev/null
@@ -1,18 +0,0 @@
-# © Copyright IBM Corporation 2025
-# SPDX-License-Identifier: Apache-2.0
-
-
-artifact_uri: /geotunes/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/artifacts
-end_time: 1758704523303
-entry_point_name: ''
-experiment_id: '201622622176987258'
-lifecycle_stage: active
-run_id: 2e5f1ac663f14fad8a615538a9ec6db2
-run_name: geotune-qokd9fqyuhxbgyyiuurpxu_1
-source_name: ''
-source_type: 4
-source_version: ''
-start_time: 1758703900780
-status: 3
-tags: []
-user_id: '1001810000'
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/Accuracy b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/Accuracy
deleted file mode 100644
index b572a24..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/Accuracy
+++ /dev/null
@@ -1 +0,0 @@
-1758704505777 0.834412693977356 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/Class_Accuracy_0 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/Class_Accuracy_0
deleted file mode 100644
index 5e9c58f..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/Class_Accuracy_0
+++ /dev/null
@@ -1 +0,0 @@
-1758704507097 0.9642937183380127 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/Class_Accuracy_1 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/Class_Accuracy_1
deleted file mode 100644
index c2aadb4..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/Class_Accuracy_1
+++ /dev/null
@@ -1 +0,0 @@
-1758704508436 0.7045316696166992 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/Class_Accuracy_2 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/Class_Accuracy_2
deleted file mode 100644
index e789cfb..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/Class_Accuracy_2
+++ /dev/null
@@ -1 +0,0 @@
-1758704509821 0.0 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/F1_Score b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/F1_Score
deleted file mode 100644
index f9a6723..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/F1_Score
+++ /dev/null
@@ -1 +0,0 @@
-1758704511171 0.8464977741241455 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/IoU_0 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/IoU_0
deleted file mode 100644
index a8d810a..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/IoU_0
+++ /dev/null
@@ -1 +0,0 @@
-1758704512428 0.9184162020683289 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/IoU_1 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/IoU_1
deleted file mode 100644
index 76655ac..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/IoU_1
+++ /dev/null
@@ -1 +0,0 @@
-1758704513768 0.5816807150840759 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/IoU_2 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/IoU_2
deleted file mode 100644
index abb9df1..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/IoU_2
+++ /dev/null
@@ -1 +0,0 @@
-1758704515244 0.0 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/Pixel_Accuracy b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/Pixel_Accuracy
deleted file mode 100644
index f2316de..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/Pixel_Accuracy
+++ /dev/null
@@ -1 +0,0 @@
-1758704516879 0.926728367805481 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/loss b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/loss
deleted file mode 100644
index 1a3f94b..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/loss
+++ /dev/null
@@ -1 +0,0 @@
-1758704518886 0.2965358793735504 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/mIoU b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/mIoU
deleted file mode 100644
index 4fe91c2..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/mIoU
+++ /dev/null
@@ -1 +0,0 @@
-1758704520588 0.7500484585762024 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/mIoU_Micro b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/mIoU_Micro
deleted file mode 100644
index 9b90a11..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/best_step_val/mIoU_Micro
+++ /dev/null
@@ -1 +0,0 @@
-1758704522485 0.8634611964225769 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/epoch b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/epoch
deleted file mode 100644
index 26245c0..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/epoch
+++ /dev/null
@@ -1,488 +0,0 @@
-1758704043149 0.0 0
-1758704043627 0.0 1
-1758704044156 0.0 2
-1758704044511 0.0 3
-1758704045533 0.0 4
-1758704045894 0.0 5
-1758704046873 0.0 6
-1758704047359 0.0 7
-1758704048187 0.0 8
-1758704048535 0.0 9
-1758704049572 0.0 10
-1758704049978 0.0 11
-1758704051849 0.0 12
-1758704052220 0.0 13
-1758704053202 0.0 14
-1758704053571 0.0 15
-1758704054513 0.0 16
-1758704054933 0.0 17
-1758704055880 0.0 18
-1758704056243 0.0 19
-1758704057291 0.0 20
-1758704057904 0.0 21
-1758704058669 0.0 22
-1758704059182 0.0 23
-1758704060042 0.0 24
-1758704060545 0.0 25
-1758704061577 0.0 26
-1758704062067 0.0 27
-1758704062970 0.0 28
-1758704063427 0.0 29
-1758704064312 0.0 30
-1758704064826 0.0 31
-1758704065754 0.0 32
-1758704066213 0.0 33
-1758704067206 0.0 34
-1758704067689 0.0 35
-1758704068649 0.0 36
-1758704069180 0.0 37
-1758704070057 0.0 38
-1758704070630 0.0 39
-1758704071477 0.0 40
-1758704071851 0.0 41
-1758704072856 0.0 42
-1758704073268 0.0 43
-1758704074292 0.0 44
-1758704074791 0.0 45
-1758704075791 0.0 46
-1758704076253 0.0 47
-1758704077222 0.0 48
-1758704077611 0.0 49
-1758704078581 0.0 50
-1758704078965 0.0 51
-1758704080021 0.0 52
-1758704080492 0.0 53
-1758704081393 0.0 54
-1758704081944 0.0 55
-1758704082801 0.0 56
-1758704083226 0.0 57
-1758704084187 0.0 58
-1758704084692 0.0 59
-1758704085558 0.0 60
-1758704086048 0.0 61
-1758704086889 0.0 62
-1758704087397 0.0 63
-1758704088262 0.0 64
-1758704088794 0.0 65
-1758704089761 0.0 66
-1758704090311 0.0 67
-1758704091170 0.0 68
-1758704091546 0.0 69
-1758704092711 0.0 70
-1758704093229 0.0 71
-1758704093911 0.0 72
-1758704094446 0.0 73
-1758704095453 0.0 74
-1758704095933 0.0 75
-1758704098157 0.0 76
-1758704098533 0.0 77
-1758704098979 0.0 78
-1758704099337 0.0 79
-1758704099832 0.0 80
-1758704100269 0.0 81
-1758704101211 0.0 82
-1758704101664 0.0 83
-1758704102614 0.0 84
-1758704103113 0.0 85
-1758704104045 0.0 86
-1758704104513 0.0 87
-1758704105444 0.0 88
-1758704106160 0.0 89
-1758704106848 0.0 90
-1758704107359 0.0 91
-1758704108265 0.0 92
-1758704108762 0.0 93
-1758704109587 0.0 94
-1758704110068 0.0 95
-1758704110910 0.0 96
-1758704111422 0.0 97
-1758704112368 0.0 98
-1758704112735 0.0 99
-1758704113798 0.0 100
-1758704114299 0.0 101
-1758704115204 0.0 102
-1758704115781 0.0 103
-1758704116699 0.0 104
-1758704117198 0.0 105
-1758704118109 0.0 106
-1758704118597 0.0 107
-1758704119486 0.0 108
-1758704119961 0.0 109
-1758704120966 0.0 110
-1758704121327 0.0 111
-1758704122184 0.0 112
-1758704122659 0.0 113
-1758704123539 0.0 114
-1758704124032 0.0 115
-1758704124969 0.0 116
-1758704125463 0.0 117
-1758704126372 0.0 118
-1758704126727 0.0 119
-1758704155135 0.0 119
-1758704155728 0.0 119
-1758704158437 1.0 120
-1758704158787 1.0 121
-1758704159707 1.0 122
-1758704160145 1.0 123
-1758704161085 1.0 124
-1758704161586 1.0 125
-1758704162621 1.0 126
-1758704162982 1.0 127
-1758704163999 1.0 128
-1758704164487 1.0 129
-1758704165356 1.0 130
-1758704165730 1.0 131
-1758704166742 1.0 132
-1758704167092 1.0 133
-1758704168207 1.0 134
-1758704168634 1.0 135
-1758704169584 1.0 136
-1758704170079 1.0 137
-1758704170988 1.0 138
-1758704171469 1.0 139
-1758704172352 1.0 140
-1758704172869 1.0 141
-1758704173742 1.0 142
-1758704174276 1.0 143
-1758704175143 1.0 144
-1758704175594 1.0 145
-1758704176551 1.0 146
-1758704176999 1.0 147
-1758704177876 1.0 148
-1758704178255 1.0 149
-1758704179203 1.0 150
-1758704179591 1.0 151
-1758704180499 1.0 152
-1758704181017 1.0 153
-1758704181867 1.0 154
-1758704182221 1.0 155
-1758704183226 1.0 156
-1758704183694 1.0 157
-1758704184621 1.0 158
-1758704185107 1.0 159
-1758704186151 1.0 160
-1758704186639 1.0 161
-1758704187396 1.0 162
-1758704187919 1.0 163
-1758704188857 1.0 164
-1758704189280 1.0 165
-1758704190323 1.0 166
-1758704190858 1.0 167
-1758704191793 1.0 168
-1758704192279 1.0 169
-1758704193106 1.0 170
-1758704193484 1.0 171
-1758704194472 1.0 172
-1758704194960 1.0 173
-1758704195814 1.0 174
-1758704196300 1.0 175
-1758704197167 1.0 176
-1758704197701 1.0 177
-1758704198635 1.0 178
-1758704199012 1.0 179
-1758704200104 1.0 180
-1758704200476 1.0 181
-1758704201527 1.0 182
-1758704201911 1.0 183
-1758704202874 1.0 184
-1758704203255 1.0 185
-1758704204236 1.0 186
-1758704204626 1.0 187
-1758704205604 1.0 188
-1758704206334 1.0 189
-1758704207043 1.0 190
-1758704207751 1.0 191
-1758704208295 1.0 192
-1758704208764 1.0 193
-1758704209848 1.0 194
-1758704210239 1.0 195
-1758704211305 1.0 196
-1758704211695 1.0 197
-1758704212532 1.0 198
-1758704213030 1.0 199
-1758704213894 1.0 200
-1758704214299 1.0 201
-1758704215250 1.0 202
-1758704215683 1.0 203
-1758704216586 1.0 204
-1758704217059 1.0 205
-1758704217976 1.0 206
-1758704218381 1.0 207
-1758704219381 1.0 208
-1758704219811 1.0 209
-1758704220790 1.0 210
-1758704221192 1.0 211
-1758704222168 1.0 212
-1758704222608 1.0 213
-1758704223647 1.0 214
-1758704224091 1.0 215
-1758704224974 1.0 216
-1758704225428 1.0 217
-1758704226439 1.0 218
-1758704226859 1.0 219
-1758704227949 1.0 220
-1758704228351 1.0 221
-1758704229440 1.0 222
-1758704229791 1.0 223
-1758704230795 1.0 224
-1758704231260 1.0 225
-1758704232168 1.0 226
-1758704232518 1.0 227
-1758704233540 1.0 228
-1758704233901 1.0 229
-1758704234887 1.0 230
-1758704235260 1.0 231
-1758704236343 1.0 232
-1758704236725 1.0 233
-1758704237550 1.0 234
-1758704237908 1.0 235
-1758704238948 1.0 236
-1758704239402 1.0 237
-1758704240374 1.0 238
-1758704240758 1.0 239
-1758704268875 1.0 239
-1758704269509 1.0 239
-1758704272150 2.0 240
-1758704272636 2.0 241
-1758704273355 2.0 242
-1758704273840 2.0 243
-1758704274731 2.0 244
-1758704275094 2.0 245
-1758704276111 2.0 246
-1758704276598 2.0 247
-1758704277469 2.0 248
-1758704277940 2.0 249
-1758704278859 2.0 250
-1758704279341 2.0 251
-1758704280236 2.0 252
-1758704280724 2.0 253
-1758704281600 2.0 254
-1758704282008 2.0 255
-1758704283134 2.0 256
-1758704283642 2.0 257
-1758704284487 2.0 258
-1758704284965 2.0 259
-1758704285789 2.0 260
-1758704286253 2.0 261
-1758704287134 2.0 262
-1758704287643 2.0 263
-1758704288501 2.0 264
-1758704288877 2.0 265
-1758704289904 2.0 266
-1758704290371 2.0 267
-1758704291422 2.0 268
-1758704291886 2.0 269
-1758704292639 2.0 270
-1758704293019 2.0 271
-1758704294054 2.0 272
-1758704294529 2.0 273
-1758704295412 2.0 274
-1758704295853 2.0 275
-1758704296779 2.0 276
-1758704297256 2.0 277
-1758704298133 2.0 278
-1758704298622 2.0 279
-1758704299469 2.0 280
-1758704299929 2.0 281
-1758704300756 2.0 282
-1758704301263 2.0 283
-1758704302117 2.0 284
-1758704302625 2.0 285
-1758704303553 2.0 286
-1758704304007 2.0 287
-1758704305038 2.0 288
-1758704305437 2.0 289
-1758704306264 2.0 290
-1758704306648 2.0 291
-1758704307598 2.0 292
-1758704307986 2.0 293
-1758704308958 2.0 294
-1758704309325 2.0 295
-1758704310351 2.0 296
-1758704310771 2.0 297
-1758704311756 2.0 298
-1758704312245 2.0 299
-1758704313112 2.0 300
-1758704313655 2.0 301
-1758704314559 2.0 302
-1758704315085 2.0 303
-1758704315978 2.0 304
-1758704316449 2.0 305
-1758704317308 2.0 306
-1758704317689 2.0 307
-1758704318630 2.0 308
-1758704319024 2.0 309
-1758704320068 2.0 310
-1758704320502 2.0 311
-1758704321494 2.0 312
-1758704321917 2.0 313
-1758704322837 2.0 314
-1758704323246 2.0 315
-1758704324194 2.0 316
-1758704324652 2.0 317
-1758704325553 2.0 318
-1758704326076 2.0 319
-1758704326899 2.0 320
-1758704327330 2.0 321
-1758704328393 2.0 322
-1758704328765 2.0 323
-1758704329610 2.0 324
-1758704330110 2.0 325
-1758704330979 2.0 326
-1758704331433 2.0 327
-1758704332419 2.0 328
-1758704332809 2.0 329
-1758704333610 2.0 330
-1758704334118 2.0 331
-1758704335012 2.0 332
-1758704335502 2.0 333
-1758704336371 2.0 334
-1758704336756 2.0 335
-1758704337711 2.0 336
-1758704338077 2.0 337
-1758704339151 2.0 338
-1758704339514 2.0 339
-1758704340341 2.0 340
-1758704340697 2.0 341
-1758704341672 2.0 342
-1758704342060 2.0 343
-1758704342959 2.0 344
-1758704343319 2.0 345
-1758704344501 2.0 346
-1758704344872 2.0 347
-1758704345688 2.0 348
-1758704346172 2.0 349
-1758704347038 2.0 350
-1758704347497 2.0 351
-1758704348388 2.0 352
-1758704348856 2.0 353
-1758704349703 2.0 354
-1758704350200 2.0 355
-1758704351086 2.0 356
-1758704351432 2.0 357
-1758704352365 2.0 358
-1758704352739 2.0 359
-1758704381644 2.0 359
-1758704382453 2.0 359
-1758704385099 3.0 360
-1758704385578 3.0 361
-1758704386524 3.0 362
-1758704386911 3.0 363
-1758704388111 3.0 364
-1758704388486 3.0 365
-1758704389316 3.0 366
-1758704389700 3.0 367
-1758704390795 3.0 368
-1758704391313 3.0 369
-1758704392172 3.0 370
-1758704392683 3.0 371
-1758704393600 3.0 372
-1758704393969 3.0 373
-1758704395160 3.0 374
-1758704395622 3.0 375
-1758704396635 3.0 376
-1758704397084 3.0 377
-1758704398174 3.0 378
-1758704398547 3.0 379
-1758704399323 3.0 380
-1758704399691 3.0 381
-1758704400765 3.0 382
-1758704401175 3.0 383
-1758704402405 3.0 384
-1758704402800 3.0 385
-1758704403843 3.0 386
-1758704404215 3.0 387
-1758704405071 3.0 388
-1758704405460 3.0 389
-1758704406457 3.0 390
-1758704406941 3.0 391
-1758704407873 3.0 392
-1758704408306 3.0 393
-1758704409254 3.0 394
-1758704409720 3.0 395
-1758704410732 3.0 396
-1758704411250 3.0 397
-1758704412173 3.0 398
-1758704412554 3.0 399
-1758704413629 3.0 400
-1758704414071 3.0 401
-1758704415136 3.0 402
-1758704415624 3.0 403
-1758704416544 3.0 404
-1758704416948 3.0 405
-1758704417876 3.0 406
-1758704418261 3.0 407
-1758704419293 3.0 408
-1758704419722 3.0 409
-1758704420773 3.0 410
-1758704421194 3.0 411
-1758704422262 3.0 412
-1758704422783 3.0 413
-1758704423796 3.0 414
-1758704425083 3.0 415
-1758704425641 3.0 416
-1758704426044 3.0 417
-1758704426763 3.0 418
-1758704427190 3.0 419
-1758704428210 3.0 420
-1758704428753 3.0 421
-1758704429652 3.0 422
-1758704430140 3.0 423
-1758704431079 3.0 424
-1758704431606 3.0 425
-1758704432545 3.0 426
-1758704432953 3.0 427
-1758704434117 3.0 428
-1758704434577 3.0 429
-1758704435547 3.0 430
-1758704436063 3.0 431
-1758704437016 3.0 432
-1758704437531 3.0 433
-1758704438482 3.0 434
-1758704439017 3.0 435
-1758704439974 3.0 436
-1758704440489 3.0 437
-1758704441340 3.0 438
-1758704441719 3.0 439
-1758704442697 3.0 440
-1758704443179 3.0 441
-1758704444044 3.0 442
-1758704444530 3.0 443
-1758704445490 3.0 444
-1758704445878 3.0 445
-1758704446745 3.0 446
-1758704447185 3.0 447
-1758704448122 3.0 448
-1758704448669 3.0 449
-1758704449499 3.0 450
-1758704449893 3.0 451
-1758704450881 3.0 452
-1758704451337 3.0 453
-1758704452251 3.0 454
-1758704452765 3.0 455
-1758704453637 3.0 456
-1758704454012 3.0 457
-1758704455053 3.0 458
-1758704455544 3.0 459
-1758704456491 3.0 460
-1758704456966 3.0 461
-1758704457872 3.0 462
-1758704458237 3.0 463
-1758704459347 3.0 464
-1758704459704 3.0 465
-1758704460769 3.0 466
-1758704461161 3.0 467
-1758704462225 3.0 468
-1758704462592 3.0 469
-1758704463627 3.0 470
-1758704464098 3.0 471
-1758704465151 3.0 472
-1758704465497 3.0 473
-1758704466416 3.0 474
-1758704466784 3.0 475
-1758704467838 3.0 476
-1758704468352 3.0 477
-1758704469334 3.0 478
-1758704469708 3.0 479
-1758704499487 3.0 479
-1758704500191 3.0 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/lr-AdamW b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/lr-AdamW
deleted file mode 100644
index c729613..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/lr-AdamW
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704040925 0.0005497687302369894 0
-1758704156189 0.0005497687302369894 120
-1758704270061 0.0005497687302369894 240
-1758704383028 0.0005497687302369894 360
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/system/cpu_utilization_percentage b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/system/cpu_utilization_percentage
deleted file mode 100644
index 6e2966d..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/system/cpu_utilization_percentage
+++ /dev/null
@@ -1,51 +0,0 @@
-1758703915259 3.0 0
-1758703928976 3.7 1
-1758703939408 3.9 2
-1758703954669 3.5 3
-1758703966957 4.3 4
-1758703982477 3.6 5
-1758703994827 3.7 6
-1758704010128 3.9 7
-1758704022092 3.5 8
-1758704033825 3.1 9
-1758704047680 4.6 10
-1758704058571 3.0 11
-1758704069433 4.7 12
-1758704082401 3.8 13
-1758704093677 3.1 14
-1758704104960 3.7 15
-1758704115979 5.1 16
-1758704126836 3.5 17
-1758704137724 3.8 18
-1758704148479 3.9 19
-1758704159556 3.6 20
-1758704170963 3.6 21
-1758704182174 4.1 22
-1758704193558 3.7 23
-1758704205217 3.6 24
-1758704216978 4.4 25
-1758704228799 3.8 26
-1758704240212 3.3 27
-1758704251185 4.8 28
-1758704262112 3.5 29
-1758704273056 2.8 30
-1758704284248 4.4 31
-1758704295658 3.7 32
-1758704307039 3.5 33
-1758704318875 4.7 34
-1758704330335 3.0 35
-1758704341424 4.0 36
-1758704352332 4.8 37
-1758704363335 3.2 38
-1758704374271 3.4 39
-1758704385300 4.5 40
-1758704396445 3.1 41
-1758704407792 3.7 42
-1758704419120 5.1 43
-1758704430499 5.3 44
-1758704441734 6.1 45
-1758704453279 4.9 46
-1758704464679 3.8 47
-1758704475713 4.5 48
-1758704486688 3.4 49
-1758704497687 3.6 50
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/system/disk_available_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/system/disk_available_megabytes
deleted file mode 100644
index fa03ce3..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/system/disk_available_megabytes
+++ /dev/null
@@ -1,51 +0,0 @@
-1758703915259 1977468.8 0
-1758703928976 1977468.8 1
-1758703939408 1977468.8 2
-1758703954669 1977468.8 3
-1758703966957 1977468.8 4
-1758703982477 1977468.8 5
-1758703994827 1977468.8 6
-1758704010128 1977468.8 7
-1758704022092 1977468.8 8
-1758704033825 1977468.8 9
-1758704047680 1977468.8 10
-1758704058571 1977468.8 11
-1758704069433 1977468.8 12
-1758704082401 1977468.8 13
-1758704093677 1977468.8 14
-1758704104960 1977468.8 15
-1758704115979 1977468.8 16
-1758704126836 1977468.8 17
-1758704137724 1977468.8 18
-1758704148479 1977468.8 19
-1758704159556 1977468.8 20
-1758704170963 1977468.8 21
-1758704182174 1977468.8 22
-1758704193558 1977468.8 23
-1758704205217 1977468.8 24
-1758704216978 1977468.8 25
-1758704228799 1977468.8 26
-1758704240212 1977468.8 27
-1758704251185 1977468.8 28
-1758704262112 1977468.8 29
-1758704273056 1977468.8 30
-1758704284248 1977468.8 31
-1758704295658 1977468.8 32
-1758704307039 1977468.8 33
-1758704318875 1977468.8 34
-1758704330335 1977468.8 35
-1758704341424 1977468.8 36
-1758704352332 1977468.8 37
-1758704363335 1977468.8 38
-1758704374271 1977468.8 39
-1758704385300 1977468.8 40
-1758704396445 1977468.8 41
-1758704407792 1977468.8 42
-1758704419120 1977468.8 43
-1758704430499 1977468.8 44
-1758704441734 1977468.8 45
-1758704453279 1977468.8 46
-1758704464679 1977468.8 47
-1758704475713 1977468.8 48
-1758704486688 1977468.8 49
-1758704497687 1977468.8 50
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/system/disk_usage_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/system/disk_usage_megabytes
deleted file mode 100644
index 0bb12d2..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/system/disk_usage_megabytes
+++ /dev/null
@@ -1,51 +0,0 @@
-1758703915259 1220968.7 0
-1758703928976 1220968.7 1
-1758703939408 1220968.7 2
-1758703954669 1220968.7 3
-1758703966957 1220968.7 4
-1758703982477 1220968.7 5
-1758703994827 1220968.7 6
-1758704010128 1220968.7 7
-1758704022092 1220968.7 8
-1758704033825 1220968.7 9
-1758704047680 1220968.7 10
-1758704058571 1220968.7 11
-1758704069433 1220968.7 12
-1758704082401 1220968.7 13
-1758704093677 1220968.7 14
-1758704104960 1220968.7 15
-1758704115979 1220968.7 16
-1758704126836 1220968.7 17
-1758704137724 1220968.7 18
-1758704148479 1220968.7 19
-1758704159556 1220968.7 20
-1758704170963 1220968.7 21
-1758704182174 1220968.7 22
-1758704193558 1220968.7 23
-1758704205217 1220968.7 24
-1758704216978 1220968.7 25
-1758704228799 1220968.7 26
-1758704240212 1220968.7 27
-1758704251185 1220968.7 28
-1758704262112 1220968.7 29
-1758704273056 1220968.7 30
-1758704284248 1220968.7 31
-1758704295658 1220968.7 32
-1758704307039 1220968.7 33
-1758704318875 1220968.7 34
-1758704330335 1220968.7 35
-1758704341424 1220968.7 36
-1758704352332 1220968.7 37
-1758704363335 1220968.7 38
-1758704374271 1220968.7 39
-1758704385300 1220968.7 40
-1758704396445 1220968.7 41
-1758704407792 1220968.7 42
-1758704419120 1220968.7 43
-1758704430499 1220968.7 44
-1758704441734 1220968.7 45
-1758704453279 1220968.7 46
-1758704464679 1220968.7 47
-1758704475713 1220968.7 48
-1758704486688 1220968.7 49
-1758704497687 1220968.7 50
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/system/disk_usage_percentage b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/system/disk_usage_percentage
deleted file mode 100644
index 75a3f8e..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/system/disk_usage_percentage
+++ /dev/null
@@ -1,51 +0,0 @@
-1758703915259 38.2 0
-1758703928976 38.2 1
-1758703939408 38.2 2
-1758703954669 38.2 3
-1758703966957 38.2 4
-1758703982477 38.2 5
-1758703994827 38.2 6
-1758704010128 38.2 7
-1758704022092 38.2 8
-1758704033825 38.2 9
-1758704047680 38.2 10
-1758704058571 38.2 11
-1758704069433 38.2 12
-1758704082401 38.2 13
-1758704093677 38.2 14
-1758704104960 38.2 15
-1758704115979 38.2 16
-1758704126836 38.2 17
-1758704137724 38.2 18
-1758704148479 38.2 19
-1758704159556 38.2 20
-1758704170963 38.2 21
-1758704182174 38.2 22
-1758704193558 38.2 23
-1758704205217 38.2 24
-1758704216978 38.2 25
-1758704228799 38.2 26
-1758704240212 38.2 27
-1758704251185 38.2 28
-1758704262112 38.2 29
-1758704273056 38.2 30
-1758704284248 38.2 31
-1758704295658 38.2 32
-1758704307039 38.2 33
-1758704318875 38.2 34
-1758704330335 38.2 35
-1758704341424 38.2 36
-1758704352332 38.2 37
-1758704363335 38.2 38
-1758704374271 38.2 39
-1758704385300 38.2 40
-1758704396445 38.2 41
-1758704407792 38.2 42
-1758704419120 38.2 43
-1758704430499 38.2 44
-1758704441734 38.2 45
-1758704453279 38.2 46
-1758704464679 38.2 47
-1758704475713 38.2 48
-1758704486688 38.2 49
-1758704497687 38.2 50
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/system/network_receive_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/system/network_receive_megabytes
deleted file mode 100644
index 0380201..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/system/network_receive_megabytes
+++ /dev/null
@@ -1,51 +0,0 @@
-1758703915259 0.0 0
-1758703928976 0.007325999999920896 1
-1758703939408 0.014652000000069165 2
-1758703954669 0.028389999999944848 3
-1758703966957 0.03658199999995304 4
-1758703982477 0.043992000000116604 5
-1758703994827 0.051335999999992055 6
-1758704010128 0.06600600000001577 7
-1758704022092 0.073374000000058 8
-1758704033825 0.08074200000010023 9
-1758704047680 0.09481499999992593 10
-1758704058571 0.10276199999998425 11
-1758704069433 0.11023799999998118 12
-1758704082401 0.1177620000000843 13
-1758704093677 0.12526200000002063 14
-1758704104960 0.13278600000012375 15
-1758704115979 0.14032799999995405 16
-1758704126836 0.14785200000005716 17
-1758704137724 0.15541800000005423 18
-1758704148479 0.1628760000000966 19
-1758704159556 0.1703580000000784 20
-1758704170963 0.17766000000005988 21
-1758704182174 0.1924619999999777 22
-1758704193558 0.20018400000003567 23
-1758704205217 0.20781600000009348 24
-1758704216978 0.21538200000009056 25
-1758704228799 0.223013999999921 26
-1758704240212 0.23057999999991807 27
-1758704251185 0.23814599999991515 28
-1758704262112 0.24558000000001812 29
-1758704273056 0.252905999999939 30
-1758704284248 0.2603160000001026 31
-1758704295658 0.27520800000002055 32
-1758704307039 0.28273200000012366 33
-1758704318875 0.29018999999993866 34
-1758704330335 0.29775599999993574 35
-1758704341424 0.3053219999999328 36
-1758704352332 0.3128220000000965 37
-1758704363335 0.32023800000001756 38
-1758704374271 0.32767200000012053 39
-1758704385300 0.3350820000000567 40
-1758704396445 0.34247400000003836 41
-1758704407792 0.3498420000000806 42
-1758704419120 0.36486600000012004 43
-1758704430499 0.3723899999999958 44
-1758704441734 0.37982400000009875 45
-1758704453279 0.3874559999999292 46
-1758704464679 0.39502199999992627 47
-1758704475713 0.40250399999990805 48
-1758704486688 0.4101780000000872 49
-1758704497687 0.41743799999994735 50
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/system/network_transmit_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/system/network_transmit_megabytes
deleted file mode 100644
index a8e2e38..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/system/network_transmit_megabytes
+++ /dev/null
@@ -1,51 +0,0 @@
-1758703915259 0.0 0
-1758703928976 0.0056600000000006645 1
-1758703939408 0.010761000000000465 2
-1758703954669 0.019534000000000162 3
-1758703966957 0.024846999999999397 4
-1758703982477 0.02879700000000085 5
-1758703994827 0.033832000000000306 6
-1758704010128 0.04224199999999989 7
-1758704022092 0.04734299999999969 8
-1758704033825 0.05186899999999994 9
-1758704047680 0.06006700000000009 10
-1758704058571 0.07010200000000033 11
-1758704069433 0.08221999999999952 12
-1758704082401 0.09497799999999934 13
-1758704093677 0.1088199999999997 14
-1758704104960 0.12279299999999971 15
-1758704115979 0.13611400000000096 16
-1758704126836 0.15002100000000063 17
-1758704137724 0.1639280000000003 18
-1758704148479 0.17547000000000068 19
-1758704159556 0.18069999999999986 20
-1758704170963 0.18579800000000013 21
-1758704182174 0.20778800000000075 22
-1758704193558 0.22248100000000015 23
-1758704205217 0.23587900000000062 24
-1758704216978 0.24978600000000029 25
-1758704228799 0.2637590000000003 26
-1758704240212 0.27766599999999997 27
-1758704251185 0.29099700000000084 28
-1758704262112 0.3031120000000005 29
-1758704273056 0.30821000000000076 30
-1758704284248 0.31330799999999925 31
-1758704295658 0.3353129999999993 32
-1758704307039 0.34922000000000075 33
-1758704318875 0.3630610000000001 34
-1758704330335 0.37696799999999975 35
-1758704341424 0.3908749999999994 36
-1758704352332 0.4047160000000005 37
-1758704363335 0.41855699999999985 38
-1758704374271 0.43003200000000064 39
-1758704385300 0.4351300000000009 40
-1758704396445 0.4402279999999994 41
-1758704407792 0.4494089999999993 42
-1758704419120 0.47549899999999923 43
-1758704430499 0.4894060000000007 44
-1758704441734 0.5020989999999994 45
-1758704453279 0.5160719999999994 46
-1758704464679 0.5299790000000009 47
-1758704475713 0.5432430000000004 48
-1758704486688 0.5566390000000006 49
-1758704497687 0.5628849999999996 50
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/system/system_memory_usage_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/system/system_memory_usage_megabytes
deleted file mode 100644
index 665968e..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/system/system_memory_usage_megabytes
+++ /dev/null
@@ -1,51 +0,0 @@
-1758703915259 41463.0 0
-1758703928976 40334.7 1
-1758703939408 40345.6 2
-1758703954669 40778.5 3
-1758703966957 40895.6 4
-1758703982477 40867.5 5
-1758703994827 40898.0 6
-1758704010128 40899.3 7
-1758704022092 40911.2 8
-1758704033825 41201.4 9
-1758704047680 41229.9 10
-1758704058571 41811.8 11
-1758704069433 41893.8 12
-1758704082401 41882.2 13
-1758704093677 41884.5 14
-1758704104960 41967.7 15
-1758704115979 41892.4 16
-1758704126836 41889.6 17
-1758704137724 41606.5 18
-1758704148479 42043.2 19
-1758704159556 41908.1 20
-1758704170963 41809.0 21
-1758704182174 42034.1 22
-1758704193558 42036.6 23
-1758704205217 42060.3 24
-1758704216978 42045.3 25
-1758704228799 42054.1 26
-1758704240212 42134.7 27
-1758704251185 42149.0 28
-1758704262112 41895.9 29
-1758704273056 41900.5 30
-1758704284248 41590.0 31
-1758704295658 41822.2 32
-1758704307039 41924.9 33
-1758704318875 41965.4 34
-1758704330335 41979.2 35
-1758704341424 41995.7 36
-1758704352332 42103.7 37
-1758704363335 42108.9 38
-1758704374271 42110.8 39
-1758704385300 42140.9 40
-1758704396445 41546.6 41
-1758704407792 41842.4 42
-1758704419120 41985.4 43
-1758704430499 41985.3 44
-1758704441734 41523.0 45
-1758704453279 41501.6 46
-1758704464679 41560.2 47
-1758704475713 41624.9 48
-1758704486688 41617.0 49
-1758704497687 41722.3 50
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/system/system_memory_usage_percentage b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/system/system_memory_usage_percentage
deleted file mode 100644
index 6174b4f..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/system/system_memory_usage_percentage
+++ /dev/null
@@ -1,51 +0,0 @@
-1758703915259 3.1 0
-1758703928976 3.0 1
-1758703939408 3.0 2
-1758703954669 3.0 3
-1758703966957 3.0 4
-1758703982477 3.0 5
-1758703994827 3.0 6
-1758704010128 3.0 7
-1758704022092 3.0 8
-1758704033825 3.0 9
-1758704047680 3.0 10
-1758704058571 3.1 11
-1758704069433 3.1 12
-1758704082401 3.1 13
-1758704093677 3.1 14
-1758704104960 3.1 15
-1758704115979 3.1 16
-1758704126836 3.1 17
-1758704137724 3.1 18
-1758704148479 3.1 19
-1758704159556 3.1 20
-1758704170963 3.1 21
-1758704182174 3.1 22
-1758704193558 3.1 23
-1758704205217 3.1 24
-1758704216978 3.1 25
-1758704228799 3.1 26
-1758704240212 3.1 27
-1758704251185 3.1 28
-1758704262112 3.1 29
-1758704273056 3.1 30
-1758704284248 3.1 31
-1758704295658 3.1 32
-1758704307039 3.1 33
-1758704318875 3.1 34
-1758704330335 3.1 35
-1758704341424 3.1 36
-1758704352332 3.1 37
-1758704363335 3.1 38
-1758704374271 3.1 39
-1758704385300 3.1 40
-1758704396445 3.1 41
-1758704407792 3.1 42
-1758704419120 3.1 43
-1758704430499 3.1 44
-1758704441734 3.1 45
-1758704453279 3.1 46
-1758704464679 3.1 47
-1758704475713 3.1 48
-1758704486688 3.1 49
-1758704497687 3.1 50
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/Accuracy b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/Accuracy
deleted file mode 100644
index 4118788..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/Accuracy
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704155728 0.4559946656227112 119
-1758704269509 0.7311823964118958 239
-1758704382453 0.7507286667823792 359
-1758704500191 0.778817892074585 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/Class_Accuracy_0 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/Class_Accuracy_0
deleted file mode 100644
index 21fc897..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/Class_Accuracy_0
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704155728 0.9361792206764221 119
-1758704269509 0.9842698574066162 239
-1758704382453 0.9802786111831665 359
-1758704500191 0.981737494468689 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/Class_Accuracy_1 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/Class_Accuracy_1
deleted file mode 100644
index d0c00a4..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/Class_Accuracy_1
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704155728 0.4318048059940338 119
-1758704269509 0.4780949652194977 239
-1758704382453 0.5211787223815918 359
-1758704500191 0.5758983492851257 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/Class_Accuracy_2 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/Class_Accuracy_2
deleted file mode 100644
index 3a00956..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/Class_Accuracy_2
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704155728 0.0 119
-1758704269509 0.0 239
-1758704382453 0.0 359
-1758704500191 0.0 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/F1_Score b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/F1_Score
deleted file mode 100644
index 6f299ce..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/F1_Score
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704155728 0.4549543857574463 119
-1758704269509 0.776474118232727 239
-1758704382453 0.7880674600601196 359
-1758704500191 0.8140578269958496 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/IoU_0 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/IoU_0
deleted file mode 100644
index 1a4ce4a..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/IoU_0
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704155728 0.8823650479316711 119
-1758704269509 0.9328493475914001 239
-1758704382453 0.9326279163360596 359
-1758704500191 0.9390729665756226 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/IoU_1 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/IoU_1
deleted file mode 100644
index a737655..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/IoU_1
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704155728 0.27174389362335205 119
-1758704269509 0.41611984372138977 239
-1758704382453 0.4398799240589142 359
-1758704500191 0.4920210540294647 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/IoU_2 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/IoU_2
deleted file mode 100644
index 3a00956..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/IoU_2
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704155728 0.0 119
-1758704269509 0.0 239
-1758704382453 0.0 359
-1758704500191 0.0 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/Pixel_Accuracy b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/Pixel_Accuracy
deleted file mode 100644
index b6a1263..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/Pixel_Accuracy
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704155728 0.8872614502906799 119
-1758704269509 0.9359161853790283 239
-1758704382453 0.9360134601593018 359
-1758704500191 0.9424681663513184 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/loss b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/loss
deleted file mode 100644
index 0732e20..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/loss
+++ /dev/null
@@ -1,480 +0,0 @@
-1758704043149 1.274877905845642 0
-1758704043627 1.191312313079834 1
-1758704044156 1.1745628118515015 2
-1758704044511 0.7996463179588318 3
-1758704045533 0.8448847532272339 4
-1758704045894 1.1236848831176758 5
-1758704046873 0.8918648958206177 6
-1758704047359 0.9308278560638428 7
-1758704048187 0.6399943828582764 8
-1758704048535 0.9974595904350281 9
-1758704049572 0.8489164113998413 10
-1758704049978 0.7116885781288147 11
-1758704051849 0.9378328919410706 12
-1758704052220 0.8415384888648987 13
-1758704053202 0.9352042078971863 14
-1758704053571 1.0739896297454834 15
-1758704054513 0.6385065317153931 16
-1758704054933 0.6191245317459106 17
-1758704055880 0.6248237490653992 18
-1758704056243 0.7175791263580322 19
-1758704057291 0.7727511525154114 20
-1758704057904 0.6926195025444031 21
-1758704058669 0.5903051495552063 22
-1758704059182 0.5629191398620605 23
-1758704060042 0.6738987565040588 24
-1758704060545 0.7778028845787048 25
-1758704061577 0.574909508228302 26
-1758704062067 0.5903486013412476 27
-1758704062970 0.4753056466579437 28
-1758704063427 0.5162305235862732 29
-1758704064312 0.4882555902004242 30
-1758704064826 0.5604594349861145 31
-1758704065754 0.44672173261642456 32
-1758704066213 0.5129398107528687 33
-1758704067206 0.46601375937461853 34
-1758704067689 0.6418617963790894 35
-1758704068649 0.7775875329971313 36
-1758704069180 0.5512527227401733 37
-1758704070057 0.5903485417366028 38
-1758704070630 0.439357727766037 39
-1758704071477 0.5822836756706238 40
-1758704071851 0.4620077610015869 41
-1758704072856 0.4226306676864624 42
-1758704073268 0.503628671169281 43
-1758704074292 0.37292802333831787 44
-1758704074791 0.6492409706115723 45
-1758704075791 0.5201313495635986 46
-1758704076253 0.438882052898407 47
-1758704077222 0.43868860602378845 48
-1758704077611 0.4761807918548584 49
-1758704078581 0.4463092088699341 50
-1758704078965 0.5204092860221863 51
-1758704080021 0.3625735938549042 52
-1758704080492 0.3238893151283264 53
-1758704081393 0.4641711115837097 54
-1758704081944 0.3475245237350464 55
-1758704082801 0.33620595932006836 56
-1758704083226 0.32088813185691833 57
-1758704084187 0.3639516532421112 58
-1758704084692 0.3085978627204895 59
-1758704085558 0.4545480012893677 60
-1758704086048 0.4624287486076355 61
-1758704086889 0.39896848797798157 62
-1758704087397 0.28699925541877747 63
-1758704088262 0.31753042340278625 64
-1758704088794 0.32954472303390503 65
-1758704089761 0.2675414979457855 66
-1758704090311 0.2694859504699707 67
-1758704091170 0.3525925278663635 68
-1758704091546 0.30609187483787537 69
-1758704092711 0.39151474833488464 70
-1758704093229 0.26768556237220764 71
-1758704093911 0.32664257287979126 72
-1758704094446 0.30435317754745483 73
-1758704095453 0.253391832113266 74
-1758704095933 0.26704078912734985 75
-1758704098157 0.5126599073410034 76
-1758704098533 0.3223053812980652 77
-1758704098979 0.23032623529434204 78
-1758704099337 0.2947137951850891 79
-1758704099832 0.26399150490760803 80
-1758704100269 0.24032823741436005 81
-1758704101211 0.3258310854434967 82
-1758704101664 0.2749287784099579 83
-1758704102614 0.24154214560985565 84
-1758704103113 0.4702834188938141 85
-1758704104045 0.5723776817321777 86
-1758704104513 0.43475911021232605 87
-1758704105444 0.3280640244483948 88
-1758704106160 0.21423836052417755 89
-1758704106848 0.2818872034549713 90
-1758704107359 0.2830110192298889 91
-1758704108265 0.25779616832733154 92
-1758704108762 0.3497709631919861 93
-1758704109587 0.26450416445732117 94
-1758704110068 0.3303881883621216 95
-1758704110910 0.30297335982322693 96
-1758704111422 0.23914282023906708 97
-1758704112368 0.1998359113931656 98
-1758704112735 0.25635826587677 99
-1758704113798 0.33236178755760193 100
-1758704114299 0.19252218306064606 101
-1758704115204 0.4051150679588318 102
-1758704115781 0.1951674520969391 103
-1758704116699 0.1820879876613617 104
-1758704117198 0.17498895525932312 105
-1758704118109 0.18263159692287445 106
-1758704118597 0.28998497128486633 107
-1758704119486 0.25465843081474304 108
-1758704119961 0.18657982349395752 109
-1758704120966 0.2399502545595169 110
-1758704121327 0.1939980685710907 111
-1758704122184 0.2113507241010666 112
-1758704122659 0.22324322164058685 113
-1758704123539 0.1893952339887619 114
-1758704124032 0.15496651828289032 115
-1758704124969 0.19355802237987518 116
-1758704125463 0.16603893041610718 117
-1758704126372 0.5591662526130676 118
-1758704126727 0.6070073246955872 119
-1758704158437 0.164982408285141 120
-1758704158787 0.17397519946098328 121
-1758704159707 0.22615021467208862 122
-1758704160145 0.17362716794013977 123
-1758704161085 0.1338466852903366 124
-1758704161586 0.2136489748954773 125
-1758704162621 0.16597700119018555 126
-1758704162982 0.16286596655845642 127
-1758704163999 0.25258317589759827 128
-1758704164487 0.23350271582603455 129
-1758704165356 0.4755699038505554 130
-1758704165730 0.17810846865177155 131
-1758704166742 0.13304930925369263 132
-1758704167092 0.1901615560054779 133
-1758704168207 0.23141181468963623 134
-1758704168634 0.20102819800376892 135
-1758704169584 0.16837476193904877 136
-1758704170079 0.18385984003543854 137
-1758704170988 0.16021281480789185 138
-1758704171469 0.19041773676872253 139
-1758704172352 0.13919393718242645 140
-1758704172869 0.13850335776805878 141
-1758704173742 0.13027851283550262 142
-1758704174276 0.29406559467315674 143
-1758704175143 0.18864552676677704 144
-1758704175594 0.11984331160783768 145
-1758704176551 0.14056463539600372 146
-1758704176999 0.4315914213657379 147
-1758704177876 0.1879432052373886 148
-1758704178255 0.26769477128982544 149
-1758704179203 0.20241470634937286 150
-1758704179591 0.16944867372512817 151
-1758704180499 0.16782988607883453 152
-1758704181017 0.13279783725738525 153
-1758704181867 0.16640178859233856 154
-1758704182221 0.2562570869922638 155
-1758704183226 0.6980308890342712 156
-1758704183694 0.12938322126865387 157
-1758704184621 0.16798974573612213 158
-1758704185107 0.1271127462387085 159
-1758704186151 0.18917623162269592 160
-1758704186639 0.12263058125972748 161
-1758704187396 0.12626729905605316 162
-1758704187919 0.1228996068239212 163
-1758704188857 0.3463232219219208 164
-1758704189280 0.40817150473594666 165
-1758704190323 0.13828185200691223 166
-1758704190858 0.19689030945301056 167
-1758704191793 0.2160516232252121 168
-1758704192279 0.2202979326248169 169
-1758704193106 0.21954402327537537 170
-1758704193484 0.10839058458805084 171
-1758704194472 0.14783933758735657 172
-1758704194960 0.15843860805034637 173
-1758704195814 0.2562183439731598 174
-1758704196300 0.14896754920482635 175
-1758704197167 0.4298637807369232 176
-1758704197701 0.21190813183784485 177
-1758704198635 0.2056005597114563 178
-1758704199012 0.14500343799591064 179
-1758704200104 0.19162386655807495 180
-1758704200476 0.37312543392181396 181
-1758704201527 0.17908406257629395 182
-1758704201911 0.13881592452526093 183
-1758704202874 0.5669788122177124 184
-1758704203255 0.14340311288833618 185
-1758704204236 0.2662489116191864 186
-1758704204626 0.29481008648872375 187
-1758704205604 0.3628814220428467 188
-1758704206334 0.28269386291503906 189
-1758704207043 0.21972018480300903 190
-1758704207751 0.2244848608970642 191
-1758704208295 0.3005577027797699 192
-1758704208764 0.11596927046775818 193
-1758704209848 0.552520215511322 194
-1758704210239 0.11594487726688385 195
-1758704211305 0.20046336948871613 196
-1758704211695 0.14674893021583557 197
-1758704212532 0.1859777718782425 198
-1758704213030 0.10465458035469055 199
-1758704213894 0.11291427165269852 200
-1758704214299 0.29741859436035156 201
-1758704215250 0.10817112773656845 202
-1758704215683 0.20352493226528168 203
-1758704216586 0.19616052508354187 204
-1758704217059 0.14368417859077454 205
-1758704217976 0.6579000353813171 206
-1758704218381 0.1556171029806137 207
-1758704219381 0.11420545727014542 208
-1758704219811 0.17397168278694153 209
-1758704220790 0.1376560628414154 210
-1758704221192 0.5423035025596619 211
-1758704222168 0.14171330630779266 212
-1758704222608 0.1986418068408966 213
-1758704223647 0.15648800134658813 214
-1758704224091 0.23738031089305878 215
-1758704224974 0.09912797063589096 216
-1758704225428 0.2157033383846283 217
-1758704226439 0.10391209274530411 218
-1758704226859 0.16356243193149567 219
-1758704227949 0.1386314332485199 220
-1758704228351 0.1710769236087799 221
-1758704229440 0.18006612360477448 222
-1758704229791 0.10565625876188278 223
-1758704230795 0.1036253497004509 224
-1758704231260 0.09274367988109589 225
-1758704232168 0.12002325803041458 226
-1758704232518 0.36958861351013184 227
-1758704233540 0.16621515154838562 228
-1758704233901 0.12279403209686279 229
-1758704234887 0.17102865874767303 230
-1758704235260 0.21699659526348114 231
-1758704236343 0.1388186812400818 232
-1758704236725 0.1408562958240509 233
-1758704237550 0.16887742280960083 234
-1758704237908 0.431777685880661 235
-1758704238948 0.11588318645954132 236
-1758704239402 0.18076442182064056 237
-1758704240374 0.22944869101047516 238
-1758704240758 0.2337317019701004 239
-1758704272150 0.33744630217552185 240
-1758704272636 0.1659669429063797 241
-1758704273355 0.22901833057403564 242
-1758704273840 0.20831559598445892 243
-1758704274731 0.12007491290569305 244
-1758704275094 0.11755777150392532 245
-1758704276111 0.1393674910068512 246
-1758704276598 0.20260894298553467 247
-1758704277469 0.426037073135376 248
-1758704277940 0.14065508544445038 249
-1758704278859 0.08836500346660614 250
-1758704279341 0.09091874957084656 251
-1758704280236 0.2831892967224121 252
-1758704280724 0.08138101547956467 253
-1758704281600 0.13644598424434662 254
-1758704282008 0.16187401115894318 255
-1758704283134 0.11847837269306183 256
-1758704283642 0.17674629390239716 257
-1758704284487 0.18429946899414062 258
-1758704284965 0.09584688395261765 259
-1758704285789 0.28378838300704956 260
-1758704286253 0.10602787137031555 261
-1758704287134 0.3027868866920471 262
-1758704287643 0.09730126708745956 263
-1758704288501 0.2530216574668884 264
-1758704288877 0.09725366532802582 265
-1758704289904 0.16834360361099243 266
-1758704290371 0.18059980869293213 267
-1758704291422 0.11473362147808075 268
-1758704291886 0.1009354293346405 269
-1758704292639 0.09517031162977219 270
-1758704293019 0.1066126674413681 271
-1758704294054 0.121892049908638 272
-1758704294529 0.32442817091941833 273
-1758704295412 0.12893559038639069 274
-1758704295853 0.49793049693107605 275
-1758704296779 0.09328803420066833 276
-1758704297256 0.16353057324886322 277
-1758704298133 0.2173832654953003 278
-1758704298622 0.17166367173194885 279
-1758704299469 0.09068857133388519 280
-1758704299929 0.16076262295246124 281
-1758704300756 0.4185371696949005 282
-1758704301263 0.22254890203475952 283
-1758704302117 0.18733620643615723 284
-1758704302625 0.12737654149532318 285
-1758704303553 0.12781816720962524 286
-1758704304007 0.11211014539003372 287
-1758704305038 0.13058190047740936 288
-1758704305437 0.1854202002286911 289
-1758704306264 0.9658401012420654 290
-1758704306648 0.12166746705770493 291
-1758704307598 0.10438689589500427 292
-1758704307986 0.1064397543668747 293
-1758704308958 0.17128250002861023 294
-1758704309325 0.11584098637104034 295
-1758704310351 0.2610046863555908 296
-1758704310771 0.1089550331234932 297
-1758704311756 0.22576497495174408 298
-1758704312245 0.19934502243995667 299
-1758704313112 0.11472184956073761 300
-1758704313655 0.11153504252433777 301
-1758704314559 0.09663192927837372 302
-1758704315085 0.16823160648345947 303
-1758704315978 0.12352579832077026 304
-1758704316449 0.4303721785545349 305
-1758704317308 0.12765316665172577 306
-1758704317689 0.09165900945663452 307
-1758704318630 0.202301025390625 308
-1758704319024 0.148593470454216 309
-1758704320068 0.09477069228887558 310
-1758704320502 0.11145320534706116 311
-1758704321494 0.18314729630947113 312
-1758704321917 0.09497909247875214 313
-1758704322837 0.35389450192451477 314
-1758704323246 0.08731984347105026 315
-1758704324194 0.13790744543075562 316
-1758704324652 0.12218677252531052 317
-1758704325553 0.08131001144647598 318
-1758704326076 0.14032265543937683 319
-1758704326899 0.09444086253643036 320
-1758704327330 0.10444488376379013 321
-1758704328393 0.13457582890987396 322
-1758704328765 0.11145944893360138 323
-1758704329610 0.1018688902258873 324
-1758704330110 0.3979981541633606 325
-1758704330979 0.12283270061016083 326
-1758704331433 0.6285345554351807 327
-1758704332419 0.23357130587100983 328
-1758704332809 0.08546407520771027 329
-1758704333610 0.1496439129114151 330
-1758704334118 0.1295950710773468 331
-1758704335012 0.1633208692073822 332
-1758704335502 0.7848830819129944 333
-1758704336371 0.15575745701789856 334
-1758704336756 0.14261677861213684 335
-1758704337711 0.1249590739607811 336
-1758704338077 0.1440279483795166 337
-1758704339151 0.14224553108215332 338
-1758704339514 0.1089966744184494 339
-1758704340341 0.14106371998786926 340
-1758704340697 0.18376104533672333 341
-1758704341672 0.17980371415615082 342
-1758704342060 0.26462453603744507 343
-1758704342959 0.15133650600910187 344
-1758704343319 0.22703935205936432 345
-1758704344501 0.17338863015174866 346
-1758704344872 0.12135832011699677 347
-1758704345688 0.09258213639259338 348
-1758704346172 0.14549033343791962 349
-1758704347038 0.2258918732404709 350
-1758704347497 0.0677727460861206 351
-1758704348388 0.5936288833618164 352
-1758704348856 0.6695531010627747 353
-1758704349703 0.1590029001235962 354
-1758704350200 0.10778547823429108 355
-1758704351086 0.11480577290058136 356
-1758704351432 0.16326604783535004 357
-1758704352365 0.16327250003814697 358
-1758704352739 0.16235527396202087 359
-1758704385099 0.14543242752552032 360
-1758704385578 0.07255252450704575 361
-1758704386524 0.2221674919128418 362
-1758704386911 0.0997198224067688 363
-1758704388111 0.07819391787052155 364
-1758704388486 0.1231854036450386 365
-1758704389316 0.08123806864023209 366
-1758704389700 0.09767395257949829 367
-1758704390795 0.06764674931764603 368
-1758704391313 0.08640448749065399 369
-1758704392172 0.23345035314559937 370
-1758704392683 0.064024917781353 371
-1758704393600 0.32516220211982727 372
-1758704393969 0.3688009977340698 373
-1758704395160 0.08137457072734833 374
-1758704395622 0.17199334502220154 375
-1758704396635 0.1255653351545334 376
-1758704397084 0.15553532540798187 377
-1758704398174 0.18581192195415497 378
-1758704398547 0.0998738631606102 379
-1758704399323 0.1232919916510582 380
-1758704399691 0.1610865443944931 381
-1758704400765 0.11221344023942947 382
-1758704401175 0.13086244463920593 383
-1758704402405 0.10441109538078308 384
-1758704402800 0.17696671187877655 385
-1758704403843 0.08065038919448853 386
-1758704404215 0.17244186997413635 387
-1758704405071 0.08671464025974274 388
-1758704405460 0.29767531156539917 389
-1758704406457 0.11379370093345642 390
-1758704406941 0.1674088090658188 391
-1758704407873 0.30706778168678284 392
-1758704408306 0.078140027821064 393
-1758704409254 0.9722083210945129 394
-1758704409720 0.06737462431192398 395
-1758704410732 0.17465554177761078 396
-1758704411250 0.1837177723646164 397
-1758704412173 0.11649142950773239 398
-1758704412554 0.1363227218389511 399
-1758704413629 0.2611892819404602 400
-1758704414071 0.14730894565582275 401
-1758704415136 0.19402174651622772 402
-1758704415624 0.11465847492218018 403
-1758704416544 0.08627574890851974 404
-1758704416948 0.20959323644638062 405
-1758704417876 0.12206728011369705 406
-1758704418261 0.13344645500183105 407
-1758704419293 0.15550744533538818 408
-1758704419722 0.41676896810531616 409
-1758704420773 0.2425551861524582 410
-1758704421194 0.07627616077661514 411
-1758704422262 0.08493060618638992 412
-1758704422783 0.09046991169452667 413
-1758704423796 0.10987257957458496 414
-1758704425083 0.20289389789104462 415
-1758704425641 0.18754667043685913 416
-1758704426044 0.10444200783967972 417
-1758704426763 0.10475030541419983 418
-1758704427190 0.17724038660526276 419
-1758704428210 0.08430605381727219 420
-1758704428753 0.13025188446044922 421
-1758704429652 0.3282318711280823 422
-1758704430140 0.120153047144413 423
-1758704431079 0.07943425327539444 424
-1758704431606 0.19950295984745026 425
-1758704432545 0.3541640639305115 426
-1758704432953 0.1426641345024109 427
-1758704434117 0.0635395422577858 428
-1758704434577 0.0956040546298027 429
-1758704435547 0.23288877308368683 430
-1758704436063 0.2563346326351166 431
-1758704437016 0.16681642830371857 432
-1758704437531 0.18864402174949646 433
-1758704438482 0.18831712007522583 434
-1758704439017 0.3159361481666565 435
-1758704439974 0.10682862997055054 436
-1758704440489 0.1605086624622345 437
-1758704441340 0.13398243486881256 438
-1758704441719 0.14134837687015533 439
-1758704442697 0.18532121181488037 440
-1758704443179 0.1921377182006836 441
-1758704444044 0.12145070731639862 442
-1758704444530 0.12308575958013535 443
-1758704445490 0.30911263823509216 444
-1758704445878 0.12126296758651733 445
-1758704446745 0.11060619354248047 446
-1758704447185 0.20937536656856537 447
-1758704448122 0.16076380014419556 448
-1758704448669 0.08691467344760895 449
-1758704449499 0.15704409778118134 450
-1758704449893 0.1079283133149147 451
-1758704450881 0.08547550439834595 452
-1758704451337 0.19990649819374084 453
-1758704452251 0.19832098484039307 454
-1758704452765 0.2468680739402771 455
-1758704453637 0.09528233110904694 456
-1758704454012 0.06565619260072708 457
-1758704455053 0.10670258849859238 458
-1758704455544 0.07819293439388275 459
-1758704456491 0.19005395472049713 460
-1758704456966 0.08004305511713028 461
-1758704457872 0.10343228280544281 462
-1758704458237 0.05049706995487213 463
-1758704459347 0.21489658951759338 464
-1758704459704 0.1913919597864151 465
-1758704460769 0.07081722468137741 466
-1758704461161 0.11371250450611115 467
-1758704462225 0.556705892086029 468
-1758704462592 0.15693806111812592 469
-1758704463627 0.15390725433826447 470
-1758704464098 0.07469380646944046 471
-1758704465151 0.22742976248264313 472
-1758704465497 0.2633199691772461 473
-1758704466416 0.2762281596660614 474
-1758704466784 0.1721094846725464 475
-1758704467838 0.3685474395751953 476
-1758704468352 0.06480313837528229 477
-1758704469334 0.07133413106203079 478
-1758704469708 0.09630319476127625 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/mIoU b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/mIoU
deleted file mode 100644
index 0db5aec..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/mIoU
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704155728 0.38470298051834106 119
-1758704269509 0.6744846105575562 239
-1758704382453 0.6862539052963257 359
-1758704500191 0.7155470252037048 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/mIoU_Micro b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/mIoU_Micro
deleted file mode 100644
index 81b92b3..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/train/mIoU_Micro
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704155728 0.7973673343658447 119
-1758704269509 0.8795511722564697 239
-1758704382453 0.8797230124473572 359
-1758704500191 0.8911958932876587 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/Accuracy b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/Accuracy
deleted file mode 100644
index 4adfbfc..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/Accuracy
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704155135 0.834412693977356 119
-1758704268875 0.8594049215316772 239
-1758704381644 0.8544198274612427 359
-1758704499487 0.8055813312530518 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/Class_Accuracy_0 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/Class_Accuracy_0
deleted file mode 100644
index 27e365a..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/Class_Accuracy_0
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704155135 0.9642937183380127 119
-1758704268875 0.8735981583595276 239
-1758704381644 0.9765457510948181 359
-1758704499487 0.9926531910896301 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/Class_Accuracy_1 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/Class_Accuracy_1
deleted file mode 100644
index f507a40..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/Class_Accuracy_1
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704155135 0.7045316696166992 119
-1758704268875 0.8452116250991821 239
-1758704381644 0.7322938442230225 359
-1758704499487 0.6185095310211182 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/Class_Accuracy_2 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/Class_Accuracy_2
deleted file mode 100644
index c116ca9..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/Class_Accuracy_2
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704155135 0.0 119
-1758704268875 0.0 239
-1758704381644 0.0 359
-1758704499487 0.0 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/F1_Score b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/F1_Score
deleted file mode 100644
index cf1347c..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/F1_Score
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704155135 0.8464977741241455 119
-1758704268875 0.7858202457427979 239
-1758704381644 0.8743934631347656 359
-1758704499487 0.854693591594696 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/IoU_0 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/IoU_0
deleted file mode 100644
index b2139ac..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/IoU_0
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704155135 0.9184162020683289 119
-1758704268875 0.8513197302818298 239
-1758704381644 0.9342616200447083 359
-1758704499487 0.9325096607208252 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/IoU_1 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/IoU_1
deleted file mode 100644
index 8e31d61..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/IoU_1
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704155135 0.5816807150840759 119
-1758704268875 0.4836253523826599 239
-1758704381644 0.6430792808532715 359
-1758704499487 0.5927509069442749 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/IoU_2 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/IoU_2
deleted file mode 100644
index c116ca9..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/IoU_2
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704155135 0.0 119
-1758704268875 0.0 239
-1758704381644 0.0 359
-1758704499487 0.0 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/Pixel_Accuracy b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/Pixel_Accuracy
deleted file mode 100644
index 9780830..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/Pixel_Accuracy
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704155135 0.926728367805481 119
-1758704268875 0.8694930076599121 239
-1758704381644 0.9412233233451843 359
-1758704499487 0.9385465383529663 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/loss b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/loss
deleted file mode 100644
index f23d9dd..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/loss
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704155135 0.2965358793735504 119
-1758704268875 0.2932073473930359 239
-1758704381644 0.19211448729038239 359
-1758704499487 0.17254266142845154 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/mIoU b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/mIoU
deleted file mode 100644
index b50d809..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/mIoU
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704155135 0.7500484585762024 119
-1758704268875 0.6674725413322449 239
-1758704381644 0.7886704206466675 359
-1758704499487 0.76263028383255 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/mIoU_Micro b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/mIoU_Micro
deleted file mode 100644
index 17fc119..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/metrics/val/mIoU_Micro
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704155135 0.8634611964225769 119
-1758704268875 0.7691177129745483 239
-1758704381644 0.8889724612236023 359
-1758704499487 0.884208619594574 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/aux_heads b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/aux_heads
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/aux_heads
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/aux_loss b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/aux_loss
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/aux_loss
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/batch_size b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/batch_size
deleted file mode 100644
index b8626c4..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/batch_size
+++ /dev/null
@@ -1 +0,0 @@
-4
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/class_names b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/class_names
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/class_names
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/class_weights b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/class_weights
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/class_weights
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/freeze_backbone b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/freeze_backbone
deleted file mode 100644
index bc59c12..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/freeze_backbone
+++ /dev/null
@@ -1 +0,0 @@
-False
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/freeze_decoder b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/freeze_decoder
deleted file mode 100644
index bc59c12..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/freeze_decoder
+++ /dev/null
@@ -1 +0,0 @@
-False
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/freeze_head b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/freeze_head
deleted file mode 100644
index bc59c12..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/freeze_head
+++ /dev/null
@@ -1 +0,0 @@
-False
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/ignore_index b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/ignore_index
deleted file mode 100644
index 3a2e3f4..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/ignore_index
+++ /dev/null
@@ -1 +0,0 @@
--1
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/loss b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/loss
deleted file mode 100644
index a2a77c3..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/loss
+++ /dev/null
@@ -1 +0,0 @@
-ce
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/lr b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/lr
deleted file mode 100644
index 9ad1e97..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/lr
+++ /dev/null
@@ -1 +0,0 @@
-0.0005497687302369894
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/lr_overrides b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/lr_overrides
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/lr_overrides
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/backbone b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/backbone
deleted file mode 100644
index 8edd028..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/backbone
+++ /dev/null
@@ -1 +0,0 @@
-prithvi_eo_v2_300
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/backbone_bands b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/backbone_bands
deleted file mode 100644
index a98ad06..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/backbone_bands
+++ /dev/null
@@ -1 +0,0 @@
-[0, 1, 2, 3, 4, 5]
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/backbone_drop_path b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/backbone_drop_path
deleted file mode 100644
index 49d5957..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/backbone_drop_path
+++ /dev/null
@@ -1 +0,0 @@
-0.1
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/backbone_pretrained b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/backbone_pretrained
deleted file mode 100644
index 0ca9514..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/backbone_pretrained
+++ /dev/null
@@ -1 +0,0 @@
-True
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/decoder b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/decoder
deleted file mode 100644
index a07cbfa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/decoder
+++ /dev/null
@@ -1 +0,0 @@
-UNetDecoder
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/decoder_channels b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/decoder_channels
deleted file mode 100644
index 179b396..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/decoder_channels
+++ /dev/null
@@ -1 +0,0 @@
-[512, 256, 128, 64]
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/head_dropout b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/head_dropout
deleted file mode 100644
index 49d5957..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/head_dropout
+++ /dev/null
@@ -1 +0,0 @@
-0.1
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/necks/0/indices b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/necks/0/indices
deleted file mode 100644
index f955e62..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/necks/0/indices
+++ /dev/null
@@ -1 +0,0 @@
-[5, 11, 17, 23]
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/necks/0/name b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/necks/0/name
deleted file mode 100644
index ad4d7ba..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/necks/0/name
+++ /dev/null
@@ -1 +0,0 @@
-SelectIndices
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/necks/1/name b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/necks/1/name
deleted file mode 100644
index 1442bbb..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/necks/1/name
+++ /dev/null
@@ -1 +0,0 @@
-ReshapeTokensToImage
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/necks/2/name b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/necks/2/name
deleted file mode 100644
index 700a66f..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/necks/2/name
+++ /dev/null
@@ -1 +0,0 @@
-LearnedInterpolateToPyramidal
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/num_classes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/num_classes
deleted file mode 100644
index 00750ed..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_args/num_classes
+++ /dev/null
@@ -1 +0,0 @@
-3
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_factory b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_factory
deleted file mode 100644
index fe007e8..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/model_factory
+++ /dev/null
@@ -1 +0,0 @@
-EncoderDecoderFactory
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/optimizer b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/optimizer
deleted file mode 100644
index 6814c98..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/optimizer
+++ /dev/null
@@ -1 +0,0 @@
-AdamW
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/optimizer_hparams/weight_decay b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/optimizer_hparams/weight_decay
deleted file mode 100644
index de8e199..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/optimizer_hparams/weight_decay
+++ /dev/null
@@ -1 +0,0 @@
-0.0877589122066123
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/output_most_probable b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/output_most_probable
deleted file mode 100644
index 0ca9514..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/output_most_probable
+++ /dev/null
@@ -1 +0,0 @@
-True
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/output_on_inference b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/output_on_inference
deleted file mode 100644
index bcd00e7..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/output_on_inference
+++ /dev/null
@@ -1 +0,0 @@
-prediction
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/path_to_record_metrics b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/path_to_record_metrics
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/path_to_record_metrics
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/plot_on_val b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/plot_on_val
deleted file mode 100644
index bc59c12..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/plot_on_val
+++ /dev/null
@@ -1 +0,0 @@
-False
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/scheduler b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/scheduler
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/scheduler
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/scheduler_hparams b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/scheduler_hparams
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/scheduler_hparams
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/task b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/task
deleted file mode 100644
index ea2a349..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/task
+++ /dev/null
@@ -1 +0,0 @@
-segmentation
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/test_dataloaders_names b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/test_dataloaders_names
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/test_dataloaders_names
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/tiled_inference_on_testing b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/tiled_inference_on_testing
deleted file mode 100644
index bc59c12..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/tiled_inference_on_testing
+++ /dev/null
@@ -1 +0,0 @@
-False
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/tiled_inference_on_validation b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/tiled_inference_on_validation
deleted file mode 100644
index bc59c12..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/tiled_inference_on_validation
+++ /dev/null
@@ -1 +0,0 @@
-False
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/tiled_inference_parameters/average_patches b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/tiled_inference_parameters/average_patches
deleted file mode 100644
index bc59c12..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/tiled_inference_parameters/average_patches
+++ /dev/null
@@ -1 +0,0 @@
-False
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/tiled_inference_parameters/h_crop b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/tiled_inference_parameters/h_crop
deleted file mode 100644
index 20c9080..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/tiled_inference_parameters/h_crop
+++ /dev/null
@@ -1 +0,0 @@
-224
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/tiled_inference_parameters/h_stride b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/tiled_inference_parameters/h_stride
deleted file mode 100644
index 0f11735..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/tiled_inference_parameters/h_stride
+++ /dev/null
@@ -1 +0,0 @@
-196
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/tiled_inference_parameters/w_crop b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/tiled_inference_parameters/w_crop
deleted file mode 100644
index 20c9080..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/tiled_inference_parameters/w_crop
+++ /dev/null
@@ -1 +0,0 @@
-224
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/tiled_inference_parameters/w_stride b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/tiled_inference_parameters/w_stride
deleted file mode 100644
index 0f11735..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/params/tiled_inference_parameters/w_stride
+++ /dev/null
@@ -1 +0,0 @@
-196
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/tags/mlflow.parentRunId b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/tags/mlflow.parentRunId
deleted file mode 100644
index 63ecba1..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/tags/mlflow.parentRunId
+++ /dev/null
@@ -1 +0,0 @@
-c0ce679ccfb94003a071e8473897fea2
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/tags/mlflow.runName b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/tags/mlflow.runName
deleted file mode 100644
index cce2d5e..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/tags/mlflow.runName
+++ /dev/null
@@ -1 +0,0 @@
-geotune-qokd9fqyuhxbgyyiuurpxu_1
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/tags/mlflow.source.name b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/tags/mlflow.source.name
deleted file mode 100644
index 0e63812..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/tags/mlflow.source.name
+++ /dev/null
@@ -1 +0,0 @@
-/opt/miniforge/bin/terratorch
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/tags/mlflow.source.type b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/tags/mlflow.source.type
deleted file mode 100644
index 4a62035..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/tags/mlflow.source.type
+++ /dev/null
@@ -1 +0,0 @@
-LOCAL
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/tags/mlflow.user b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/tags/mlflow.user
deleted file mode 100644
index 146423e..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/2e5f1ac663f14fad8a615538a9ec6db2/tags/mlflow.user
+++ /dev/null
@@ -1 +0,0 @@
-1001810000
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/meta.yaml b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/meta.yaml
deleted file mode 100644
index e919fe9..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/meta.yaml
+++ /dev/null
@@ -1,18 +0,0 @@
-# © Copyright IBM Corporation 2025
-# SPDX-License-Identifier: Apache-2.0
-
-
-artifact_uri: /geotunes/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/artifacts
-end_time: 1758705173931
-entry_point_name: ''
-experiment_id: '201622622176987258'
-lifecycle_stage: active
-run_id: 722793af47d143e6967dbb69d812d42b
-run_name: geotune-qokd9fqyuhxbgyyiuurpxu_2
-source_name: ''
-source_type: 4
-source_version: ''
-start_time: 1758704529002
-status: 3
-tags: []
-user_id: '1001810000'
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/Accuracy b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/Accuracy
deleted file mode 100644
index c9003d2..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/Accuracy
+++ /dev/null
@@ -1 +0,0 @@
-1758705155291 0.5498847961425781 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/Class_Accuracy_0 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/Class_Accuracy_0
deleted file mode 100644
index 9216b65..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/Class_Accuracy_0
+++ /dev/null
@@ -1 +0,0 @@
-1758705157035 0.9867182970046997 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/Class_Accuracy_1 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/Class_Accuracy_1
deleted file mode 100644
index 48d82cf..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/Class_Accuracy_1
+++ /dev/null
@@ -1 +0,0 @@
-1758705158615 0.6629362106323242 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/Class_Accuracy_2 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/Class_Accuracy_2
deleted file mode 100644
index c4d80a3..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/Class_Accuracy_2
+++ /dev/null
@@ -1 +0,0 @@
-1758705160149 0.0 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/F1_Score b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/F1_Score
deleted file mode 100644
index abb928e..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/F1_Score
+++ /dev/null
@@ -1 +0,0 @@
-1758705161613 0.575653076171875 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/IoU_0 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/IoU_0
deleted file mode 100644
index 369982e..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/IoU_0
+++ /dev/null
@@ -1 +0,0 @@
-1758705163234 0.9335218071937561 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/IoU_1 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/IoU_1
deleted file mode 100644
index 410070f..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/IoU_1
+++ /dev/null
@@ -1 +0,0 @@
-1758705164685 0.6146494746208191 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/IoU_2 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/IoU_2
deleted file mode 100644
index 24521b0..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/IoU_2
+++ /dev/null
@@ -1 +0,0 @@
-1758705166340 0.0 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/Pixel_Accuracy b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/Pixel_Accuracy
deleted file mode 100644
index 45dfdd7..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/Pixel_Accuracy
+++ /dev/null
@@ -1 +0,0 @@
-1758705168215 0.9398947954177856 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/loss b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/loss
deleted file mode 100644
index 78a361f..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/loss
+++ /dev/null
@@ -1 +0,0 @@
-1758705169816 0.5826574563980103 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/mIoU b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/mIoU
deleted file mode 100644
index 6e616a5..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/mIoU
+++ /dev/null
@@ -1 +0,0 @@
-1758705171427 0.5160571336746216 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/mIoU_Micro b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/mIoU_Micro
deleted file mode 100644
index 808c8ff..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/best_step_val/mIoU_Micro
+++ /dev/null
@@ -1 +0,0 @@
-1758705173058 0.8866049647331238 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/epoch b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/epoch
deleted file mode 100644
index 09d3bab..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/epoch
+++ /dev/null
@@ -1,488 +0,0 @@
-1758704673987 0.0 0
-1758704674494 0.0 1
-1758704675312 0.0 2
-1758704675713 0.0 3
-1758704676904 0.0 4
-1758704677294 0.0 5
-1758704678170 0.0 6
-1758704678674 0.0 7
-1758704679767 0.0 8
-1758704680192 0.0 9
-1758704680980 0.0 10
-1758704681482 0.0 11
-1758704682518 0.0 12
-1758704682928 0.0 13
-1758704684002 0.0 14
-1758704684583 0.0 15
-1758704685499 0.0 16
-1758704686046 0.0 17
-1758704687011 0.0 18
-1758704687581 0.0 19
-1758704688487 0.0 20
-1758704689035 0.0 21
-1758704689950 0.0 22
-1758704690447 0.0 23
-1758704691347 0.0 24
-1758704691852 0.0 25
-1758704692795 0.0 26
-1758704693235 0.0 27
-1758704694278 0.0 28
-1758704694797 0.0 29
-1758704695716 0.0 30
-1758704696218 0.0 31
-1758704697101 0.0 32
-1758704697682 0.0 33
-1758704698583 0.0 34
-1758704699074 0.0 35
-1758704699940 0.0 36
-1758704700502 0.0 37
-1758704701540 0.0 38
-1758704701961 0.0 39
-1758704702657 0.0 40
-1758704703162 0.0 41
-1758704703988 0.0 42
-1758704704500 0.0 43
-1758704705369 0.0 44
-1758704705863 0.0 45
-1758704706746 0.0 46
-1758704707258 0.0 47
-1758704708205 0.0 48
-1758704708719 0.0 49
-1758704709582 0.0 50
-1758704710103 0.0 51
-1758704711018 0.0 52
-1758704711511 0.0 53
-1758704712413 0.0 54
-1758704712865 0.0 55
-1758704713769 0.0 56
-1758704714175 0.0 57
-1758704715323 0.0 58
-1758704715850 0.0 59
-1758704716850 0.0 60
-1758704717315 0.0 61
-1758704718254 0.0 62
-1758704718780 0.0 63
-1758704719701 0.0 64
-1758704720174 0.0 65
-1758704721104 0.0 66
-1758704721665 0.0 67
-1758704722553 0.0 68
-1758704723103 0.0 69
-1758704723951 0.0 70
-1758704724450 0.0 71
-1758704725299 0.0 72
-1758704725784 0.0 73
-1758704726674 0.0 74
-1758704727182 0.0 75
-1758704728068 0.0 76
-1758704728528 0.0 77
-1758704729358 0.0 78
-1758704729829 0.0 79
-1758704730735 0.0 80
-1758704731302 0.0 81
-1758704732164 0.0 82
-1758704732645 0.0 83
-1758704733518 0.0 84
-1758704733997 0.0 85
-1758704734872 0.0 86
-1758704735399 0.0 87
-1758704736253 0.0 88
-1758704736725 0.0 89
-1758704737566 0.0 90
-1758704737946 0.0 91
-1758704738954 0.0 92
-1758704739420 0.0 93
-1758704740315 0.0 94
-1758704740780 0.0 95
-1758704741661 0.0 96
-1758704742108 0.0 97
-1758704742912 0.0 98
-1758704743380 0.0 99
-1758704744221 0.0 100
-1758704744602 0.0 101
-1758704745575 0.0 102
-1758704746015 0.0 103
-1758704746932 0.0 104
-1758704747412 0.0 105
-1758704748276 0.0 106
-1758704748762 0.0 107
-1758704749636 0.0 108
-1758704749998 0.0 109
-1758704751113 0.0 110
-1758704751608 0.0 111
-1758704752234 0.0 112
-1758704752602 0.0 113
-1758704753655 0.0 114
-1758704754150 0.0 115
-1758704755039 0.0 116
-1758704755512 0.0 117
-1758704756404 0.0 118
-1758704756768 0.0 119
-1758704785277 0.0 119
-1758704786127 0.0 119
-1758704789133 1.0 120
-1758704789533 1.0 121
-1758704790446 1.0 122
-1758704790869 1.0 123
-1758704791864 1.0 124
-1758704792269 1.0 125
-1758704793439 1.0 126
-1758704793944 1.0 127
-1758704794910 1.0 128
-1758704795424 1.0 129
-1758704796370 1.0 130
-1758704796879 1.0 131
-1758704797861 1.0 132
-1758704798427 1.0 133
-1758704799371 1.0 134
-1758704799955 1.0 135
-1758704800896 1.0 136
-1758704801448 1.0 137
-1758704802386 1.0 138
-1758704802866 1.0 139
-1758704804046 1.0 140
-1758704804567 1.0 141
-1758704805517 1.0 142
-1758704805911 1.0 143
-1758704807187 1.0 144
-1758704807641 1.0 145
-1758704808357 1.0 146
-1758704808896 1.0 147
-1758704809849 1.0 148
-1758704810349 1.0 149
-1758704811369 1.0 150
-1758704811739 1.0 151
-1758704812665 1.0 152
-1758704813151 1.0 153
-1758704814076 1.0 154
-1758704814443 1.0 155
-1758704815436 1.0 156
-1758704815915 1.0 157
-1758704816791 1.0 158
-1758704817151 1.0 159
-1758704818197 1.0 160
-1758704818773 1.0 161
-1758704819702 1.0 162
-1758704820086 1.0 163
-1758704821110 1.0 164
-1758704821666 1.0 165
-1758704822520 1.0 166
-1758704823026 1.0 167
-1758704823938 1.0 168
-1758704824445 1.0 169
-1758704825356 1.0 170
-1758704825827 1.0 171
-1758704826886 1.0 172
-1758704827331 1.0 173
-1758704828167 1.0 174
-1758704828626 1.0 175
-1758704829637 1.0 176
-1758704830016 1.0 177
-1758704831134 1.0 178
-1758704831660 1.0 179
-1758704832656 1.0 180
-1758704833274 1.0 181
-1758704834204 1.0 182
-1758704834723 1.0 183
-1758704835803 1.0 184
-1758704836427 1.0 185
-1758704837172 1.0 186
-1758704837638 1.0 187
-1758704838568 1.0 188
-1758704838938 1.0 189
-1758704839957 1.0 190
-1758704840479 1.0 191
-1758704841366 1.0 192
-1758704841853 1.0 193
-1758704843034 1.0 194
-1758704843444 1.0 195
-1758704844438 1.0 196
-1758704844974 1.0 197
-1758704845828 1.0 198
-1758704846310 1.0 199
-1758704847191 1.0 200
-1758704847657 1.0 201
-1758704848508 1.0 202
-1758704848975 1.0 203
-1758704849852 1.0 204
-1758704850291 1.0 205
-1758704851237 1.0 206
-1758704851680 1.0 207
-1758704852572 1.0 208
-1758704852941 1.0 209
-1758704853953 1.0 210
-1758704854319 1.0 211
-1758704855454 1.0 212
-1758704855974 1.0 213
-1758704856799 1.0 214
-1758704857174 1.0 215
-1758704858142 1.0 216
-1758704858505 1.0 217
-1758704859605 1.0 218
-1758704860079 1.0 219
-1758704860990 1.0 220
-1758704861362 1.0 221
-1758704862481 1.0 222
-1758704863039 1.0 223
-1758704863977 1.0 224
-1758704864458 1.0 225
-1758704865444 1.0 226
-1758704865835 1.0 227
-1758704866883 1.0 228
-1758704867244 1.0 229
-1758704868264 1.0 230
-1758704868628 1.0 231
-1758704869842 1.0 232
-1758704870201 1.0 233
-1758704871019 1.0 234
-1758704871495 1.0 235
-1758704872390 1.0 236
-1758704872903 1.0 237
-1758704873760 1.0 238
-1758704874112 1.0 239
-1758704903686 1.0 239
-1758704904486 1.0 239
-1758704907847 2.0 240
-1758704908260 2.0 241
-1758704909253 2.0 242
-1758704909630 2.0 243
-1758704910754 2.0 244
-1758704911317 2.0 245
-1758704912282 2.0 246
-1758704912803 2.0 247
-1758704913756 2.0 248
-1758704914237 2.0 249
-1758704915391 2.0 250
-1758704915786 2.0 251
-1758704916778 2.0 252
-1758704917150 2.0 253
-1758704918275 2.0 254
-1758704918663 2.0 255
-1758704919770 2.0 256
-1758704920193 2.0 257
-1758704921306 2.0 258
-1758704921835 2.0 259
-1758704922769 2.0 260
-1758704923393 2.0 261
-1758704924163 2.0 262
-1758704924671 2.0 263
-1758704925561 2.0 264
-1758704926046 2.0 265
-1758704927046 2.0 266
-1758704927428 2.0 267
-1758704928711 2.0 268
-1758704929148 2.0 269
-1758704929966 2.0 270
-1758704930510 2.0 271
-1758704931375 2.0 272
-1758704931909 2.0 273
-1758704932825 2.0 274
-1758704933284 2.0 275
-1758704934319 2.0 276
-1758704934726 2.0 277
-1758704935719 2.0 278
-1758704936093 2.0 279
-1758704937058 2.0 280
-1758704937732 2.0 281
-1758704938428 2.0 282
-1758704938935 2.0 283
-1758704939795 2.0 284
-1758704940177 2.0 285
-1758704941330 2.0 286
-1758704941691 2.0 287
-1758704942706 2.0 288
-1758704943157 2.0 289
-1758704944120 2.0 290
-1758704944494 2.0 291
-1758704945530 2.0 292
-1758704946035 2.0 293
-1758704946988 2.0 294
-1758704947377 2.0 295
-1758704948618 2.0 296
-1758704948973 2.0 297
-1758704950126 2.0 298
-1758704950732 2.0 299
-1758704952138 2.0 300
-1758704952634 2.0 301
-1758704953675 2.0 302
-1758704954088 2.0 303
-1758704955182 2.0 304
-1758704955671 2.0 305
-1758704956577 2.0 306
-1758704957148 2.0 307
-1758704958056 2.0 308
-1758704958540 2.0 309
-1758704959501 2.0 310
-1758704960014 2.0 311
-1758704961029 2.0 312
-1758704961476 2.0 313
-1758704962786 2.0 314
-1758704963151 2.0 315
-1758704964174 2.0 316
-1758704964698 2.0 317
-1758704965578 2.0 318
-1758704965922 2.0 319
-1758704966998 2.0 320
-1758704967479 2.0 321
-1758704968383 2.0 322
-1758704968749 2.0 323
-1758704969818 2.0 324
-1758704970308 2.0 325
-1758704971177 2.0 326
-1758704971534 2.0 327
-1758704972661 2.0 328
-1758704973021 2.0 329
-1758704973929 2.0 330
-1758704974294 2.0 331
-1758704975351 2.0 332
-1758704975717 2.0 333
-1758704976810 2.0 334
-1758704977374 2.0 335
-1758704978314 2.0 336
-1758704978683 2.0 337
-1758704979644 2.0 338
-1758704980117 2.0 339
-1758704980943 2.0 340
-1758704981427 2.0 341
-1758704982270 2.0 342
-1758704982767 2.0 343
-1758704983631 2.0 344
-1758704984062 2.0 345
-1758704984913 2.0 346
-1758704985355 2.0 347
-1758704986288 2.0 348
-1758704986671 2.0 349
-1758704987645 2.0 350
-1758704987993 2.0 351
-1758704989163 2.0 352
-1758704989678 2.0 353
-1758704990545 2.0 354
-1758704991039 2.0 355
-1758704992000 2.0 356
-1758704992484 2.0 357
-1758704993355 2.0 358
-1758704993720 2.0 359
-1758705023744 2.0 359
-1758705024521 2.0 359
-1758705027822 3.0 360
-1758705028205 3.0 361
-1758705029139 3.0 362
-1758705029528 3.0 363
-1758705030863 3.0 364
-1758705031236 3.0 365
-1758705032178 3.0 366
-1758705032571 3.0 367
-1758705033901 3.0 368
-1758705034282 3.0 369
-1758705035139 3.0 370
-1758705035638 3.0 371
-1758705036698 3.0 372
-1758705037095 3.0 373
-1758705038547 3.0 374
-1758705039086 3.0 375
-1758705040066 3.0 376
-1758705040471 3.0 377
-1758705041560 3.0 378
-1758705041948 3.0 379
-1758705043074 3.0 380
-1758705043617 3.0 381
-1758705044529 3.0 382
-1758705044909 3.0 383
-1758705045987 3.0 384
-1758705046407 3.0 385
-1758705047467 3.0 386
-1758705048027 3.0 387
-1758705049116 3.0 388
-1758705049609 3.0 389
-1758705050729 3.0 390
-1758705051117 3.0 391
-1758705051946 3.0 392
-1758705052539 3.0 393
-1758705053752 3.0 394
-1758705054229 3.0 395
-1758705055168 3.0 396
-1758705055691 3.0 397
-1758705056778 3.0 398
-1758705057249 3.0 399
-1758705058149 3.0 400
-1758705058637 3.0 401
-1758705059530 3.0 402
-1758705060018 3.0 403
-1758705060934 3.0 404
-1758705061495 3.0 405
-1758705062451 3.0 406
-1758705063078 3.0 407
-1758705063865 3.0 408
-1758705064280 3.0 409
-1758705065191 3.0 410
-1758705065736 3.0 411
-1758705066632 3.0 412
-1758705067159 3.0 413
-1758705068087 3.0 414
-1758705068555 3.0 415
-1758705069429 3.0 416
-1758705069899 3.0 417
-1758705070783 3.0 418
-1758705071140 3.0 419
-1758705072241 3.0 420
-1758705072608 3.0 421
-1758705073652 3.0 422
-1758705074141 3.0 423
-1758705075050 3.0 424
-1758705075530 3.0 425
-1758705076413 3.0 426
-1758705076833 3.0 427
-1758705078052 3.0 428
-1758705078451 3.0 429
-1758705079313 3.0 430
-1758705079683 3.0 431
-1758705080731 3.0 432
-1758705081312 3.0 433
-1758705082235 3.0 434
-1758705082732 3.0 435
-1758705083643 3.0 436
-1758705084011 3.0 437
-1758705085043 3.0 438
-1758705085543 3.0 439
-1758705086384 3.0 440
-1758705086875 3.0 441
-1758705087702 3.0 442
-1758705088222 3.0 443
-1758705089119 3.0 444
-1758705089476 3.0 445
-1758705090630 3.0 446
-1758705091102 3.0 447
-1758705091931 3.0 448
-1758705092385 3.0 449
-1758705093416 3.0 450
-1758705094047 3.0 451
-1758705095058 3.0 452
-1758705095593 3.0 453
-1758705096547 3.0 454
-1758705096954 3.0 455
-1758705098018 3.0 456
-1758705098460 3.0 457
-1758705099545 3.0 458
-1758705099995 3.0 459
-1758705101134 3.0 460
-1758705101583 3.0 461
-1758705102917 3.0 462
-1758705103320 3.0 463
-1758705104343 3.0 464
-1758705104795 3.0 465
-1758705105623 3.0 466
-1758705106185 3.0 467
-1758705107281 3.0 468
-1758705107703 3.0 469
-1758705108504 3.0 470
-1758705109046 3.0 471
-1758705109969 3.0 472
-1758705110450 3.0 473
-1758705111373 3.0 474
-1758705111878 3.0 475
-1758705112811 3.0 476
-1758705113298 3.0 477
-1758705114230 3.0 478
-1758705114631 3.0 479
-1758705146408 3.0 479
-1758705147068 3.0 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/lr-AdamW b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/lr-AdamW
deleted file mode 100644
index 8b2bb92..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/lr-AdamW
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704672069 4.7586039493209614e-05 0
-1758704786726 4.7586039493209614e-05 120
-1758704905339 4.7586039493209614e-05 240
-1758705025282 4.7586039493209614e-05 360
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/system/cpu_utilization_percentage b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/system/cpu_utilization_percentage
deleted file mode 100644
index 9c109cd..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/system/cpu_utilization_percentage
+++ /dev/null
@@ -1,53 +0,0 @@
-1758704544295 3.4 0
-1758704559034 3.6 1
-1758704569717 4.0 2
-1758704585053 3.6 3
-1758704596821 4.6 4
-1758704608261 3.3 5
-1758704623207 4.7 6
-1758704634907 3.0 7
-1758704649025 3.7 8
-1758704660705 3.9 9
-1758704673983 3.5 10
-1758704684674 5.0 11
-1758704696876 3.5 12
-1758704708374 3.9 13
-1758704719675 3.8 14
-1758704730759 3.8 15
-1758704741714 5.0 16
-1758704752672 3.0 17
-1758704763643 3.8 18
-1758704774581 4.6 19
-1758704785606 3.0 20
-1758704797315 3.4 21
-1758704808661 3.4 22
-1758704819886 5.0 23
-1758704831169 3.6 24
-1758704842416 3.8 25
-1758704853652 3.6 26
-1758704864687 3.7 27
-1758704875708 4.4 28
-1758704886764 3.8 29
-1758704898188 2.9 30
-1758704909528 4.3 31
-1758704920959 3.4 32
-1758704932547 3.3 33
-1758704943766 4.7 34
-1758704954876 3.6 35
-1758704965862 3.1 36
-1758704977040 4.5 37
-1758704988150 3.1 38
-1758704999081 4.2 39
-1758705010187 4.8 40
-1758705021427 2.6 41
-1758705032667 3.3 42
-1758705043929 4.5 43
-1758705055067 3.4 44
-1758705066396 3.7 45
-1758705077499 4.3 46
-1758705088545 3.6 47
-1758705100323 4.7 48
-1758705111736 2.9 49
-1758705123342 4.0 50
-1758705134864 4.4 51
-1758705145984 3.0 52
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/system/disk_available_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/system/disk_available_megabytes
deleted file mode 100644
index 4c18e25..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/system/disk_available_megabytes
+++ /dev/null
@@ -1,53 +0,0 @@
-1758704544295 1977468.8 0
-1758704559034 1977468.8 1
-1758704569717 1977468.8 2
-1758704585053 1977468.8 3
-1758704596821 1977468.8 4
-1758704608261 1977468.8 5
-1758704623207 1977468.8 6
-1758704634907 1977468.8 7
-1758704649025 1977468.8 8
-1758704660705 1977468.8 9
-1758704673983 1977468.8 10
-1758704684674 1977468.8 11
-1758704696876 1977468.8 12
-1758704708374 1977468.8 13
-1758704719675 1977468.8 14
-1758704730759 1977468.8 15
-1758704741714 1977468.8 16
-1758704752672 1977468.8 17
-1758704763643 1977468.8 18
-1758704774581 1977468.8 19
-1758704785606 1977468.8 20
-1758704797315 1977468.8 21
-1758704808661 1977468.8 22
-1758704819886 1977468.8 23
-1758704831169 1977468.8 24
-1758704842416 1977468.8 25
-1758704853652 1977468.8 26
-1758704864687 1977468.8 27
-1758704875708 1977468.8 28
-1758704886764 1977468.8 29
-1758704898188 1977468.8 30
-1758704909528 1977468.8 31
-1758704920959 1977468.8 32
-1758704932547 1977468.8 33
-1758704943766 1977468.8 34
-1758704954876 1977468.8 35
-1758704965862 1977468.8 36
-1758704977040 1977468.8 37
-1758704988150 1977468.8 38
-1758704999081 1977468.8 39
-1758705010187 1977468.8 40
-1758705021427 1977468.8 41
-1758705032667 1977468.8 42
-1758705043929 1977468.8 43
-1758705055067 1977468.8 44
-1758705066396 1977468.8 45
-1758705077499 1977468.8 46
-1758705088545 1977468.8 47
-1758705100323 1977468.8 48
-1758705111736 1977468.8 49
-1758705123342 1977468.8 50
-1758705134864 1977468.8 51
-1758705145984 1977468.8 52
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/system/disk_usage_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/system/disk_usage_megabytes
deleted file mode 100644
index 27fb335..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/system/disk_usage_megabytes
+++ /dev/null
@@ -1,53 +0,0 @@
-1758704544295 1220968.7 0
-1758704559034 1220968.7 1
-1758704569717 1220968.7 2
-1758704585053 1220968.7 3
-1758704596821 1220968.7 4
-1758704608261 1220968.7 5
-1758704623207 1220968.7 6
-1758704634907 1220968.7 7
-1758704649025 1220968.7 8
-1758704660705 1220968.7 9
-1758704673983 1220968.7 10
-1758704684674 1220968.7 11
-1758704696876 1220968.7 12
-1758704708374 1220968.7 13
-1758704719675 1220968.7 14
-1758704730759 1220968.7 15
-1758704741714 1220968.7 16
-1758704752672 1220968.7 17
-1758704763643 1220968.7 18
-1758704774581 1220968.7 19
-1758704785606 1220968.7 20
-1758704797315 1220968.7 21
-1758704808661 1220968.7 22
-1758704819886 1220968.7 23
-1758704831169 1220968.7 24
-1758704842416 1220968.7 25
-1758704853652 1220968.7 26
-1758704864687 1220968.7 27
-1758704875708 1220968.7 28
-1758704886764 1220968.7 29
-1758704898188 1220968.7 30
-1758704909528 1220968.7 31
-1758704920959 1220968.7 32
-1758704932547 1220968.7 33
-1758704943766 1220968.7 34
-1758704954876 1220968.7 35
-1758704965862 1220968.7 36
-1758704977040 1220968.7 37
-1758704988150 1220968.7 38
-1758704999081 1220968.7 39
-1758705010187 1220968.7 40
-1758705021427 1220968.7 41
-1758705032667 1220968.7 42
-1758705043929 1220968.7 43
-1758705055067 1220968.7 44
-1758705066396 1220968.7 45
-1758705077499 1220968.7 46
-1758705088545 1220968.7 47
-1758705100323 1220968.7 48
-1758705111736 1220968.7 49
-1758705123342 1220968.7 50
-1758705134864 1220968.7 51
-1758705145984 1220968.7 52
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/system/disk_usage_percentage b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/system/disk_usage_percentage
deleted file mode 100644
index 2145072..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/system/disk_usage_percentage
+++ /dev/null
@@ -1,53 +0,0 @@
-1758704544295 38.2 0
-1758704559034 38.2 1
-1758704569717 38.2 2
-1758704585053 38.2 3
-1758704596821 38.2 4
-1758704608261 38.2 5
-1758704623207 38.2 6
-1758704634907 38.2 7
-1758704649025 38.2 8
-1758704660705 38.2 9
-1758704673983 38.2 10
-1758704684674 38.2 11
-1758704696876 38.2 12
-1758704708374 38.2 13
-1758704719675 38.2 14
-1758704730759 38.2 15
-1758704741714 38.2 16
-1758704752672 38.2 17
-1758704763643 38.2 18
-1758704774581 38.2 19
-1758704785606 38.2 20
-1758704797315 38.2 21
-1758704808661 38.2 22
-1758704819886 38.2 23
-1758704831169 38.2 24
-1758704842416 38.2 25
-1758704853652 38.2 26
-1758704864687 38.2 27
-1758704875708 38.2 28
-1758704886764 38.2 29
-1758704898188 38.2 30
-1758704909528 38.2 31
-1758704920959 38.2 32
-1758704932547 38.2 33
-1758704943766 38.2 34
-1758704954876 38.2 35
-1758704965862 38.2 36
-1758704977040 38.2 37
-1758704988150 38.2 38
-1758704999081 38.2 39
-1758705010187 38.2 40
-1758705021427 38.2 41
-1758705032667 38.2 42
-1758705043929 38.2 43
-1758705055067 38.2 44
-1758705066396 38.2 45
-1758705077499 38.2 46
-1758705088545 38.2 47
-1758705100323 38.2 48
-1758705111736 38.2 49
-1758705123342 38.2 50
-1758705134864 38.2 51
-1758705145984 38.2 52
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/system/network_receive_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/system/network_receive_megabytes
deleted file mode 100644
index 830b722..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/system/network_receive_megabytes
+++ /dev/null
@@ -1,53 +0,0 @@
-1758704544295 0.0 0
-1758704559034 0.01462800000012976 1
-1758704569717 0.02193000000011125 2
-1758704585053 0.029189999999971405 3
-1758704596821 0.043859999999995125 4
-1758704608261 0.051161999999976615 5
-1758704623207 0.058530000000018845 6
-1758704634907 0.06593999999995503 7
-1758704649025 0.07498299999997471 8
-1758704660705 0.08793600000012702 9
-1758704673983 0.09528000000000247 10
-1758704684674 0.10254000000009 11
-1758704696876 0.1099739999999656 12
-1758704708374 0.11749800000006871 13
-1758704719675 0.12513000000012653 14
-1758704730759 0.13276199999995697 15
-1758704741714 0.14774400000010246 16
-1758704752672 0.1552440000000388 17
-1758704763643 0.16278600000009646 18
-1758704774581 0.17024400000013884 19
-1758704785606 0.17774400000007518 20
-1758704797315 0.18517799999995077 21
-1758704808661 0.19267800000011448 22
-1758704819886 0.20017800000005082 23
-1758704831169 0.2076360000000932 24
-1758704842416 0.21515999999996893 25
-1758704853652 0.2226180000000113 26
-1758704864687 0.2302079999999478 27
-1758704875708 0.24516600000015387 28
-1758704886764 0.25273200000015095 29
-1758704898188 0.2599920000000111 30
-1758704909528 0.2672939999999926 31
-1758704920959 0.2746380000000954 32
-1758704932547 0.28213800000003175 33
-1758704943766 0.2895960000000741 34
-1758704954876 0.2970540000001165 35
-1758704965862 0.3046200000001136 36
-1758704977040 0.31207800000015595 37
-1758704988150 0.31964400000015303 38
-1758704999081 0.33473400000002584 39
-1758705010187 0.3421920000000682 40
-1758705021427 0.34945200000015575 41
-1758705032667 0.35675400000013724 42
-1758705043929 0.3642540000000736 43
-1758705055067 0.3718860000001314 44
-1758705066396 0.37945200000012846 45
-1758705077499 0.3869520000000648 46
-1758705088545 0.39447599999994054 47
-1758705100323 0.4019339999999829 48
-1758705111736 0.40945800000008603 49
-1758705123342 0.42441600000006474 50
-1758705134864 0.4319160000000011 51
-1758705145984 0.43924200000014935 52
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/system/network_transmit_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/system/network_transmit_megabytes
deleted file mode 100644
index 9023a37..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/system/network_transmit_megabytes
+++ /dev/null
@@ -1,53 +0,0 @@
-1758704544295 0.0 0
-1758704559034 0.011796999999999613 1
-1758704569717 0.016256999999999522 2
-1758704585053 0.020782999999999774 3
-1758704596821 0.03034300000000023 4
-1758704608261 0.03486900000000048 5
-1758704623207 0.03939499999999896 6
-1758704634907 0.04449599999999876 7
-1758704649025 0.049127999999999616 8
-1758704660705 0.057430999999999344 9
-1758704673983 0.06189099999999925 10
-1758704684674 0.06692600000000049 11
-1758704696876 0.07674699999999923 12
-1758704708374 0.09008000000000038 13
-1758704719675 0.10347799999999907 14
-1758704730759 0.11745099999999908 15
-1758704741714 0.14411600000000035 16
-1758704752672 0.1586629999999989 17
-1758704763643 0.172504 18
-1758704774581 0.18290000000000006 19
-1758704785606 0.1880639999999989 20
-1758704797315 0.19265399999999921 21
-1758704808661 0.20304900000000004 22
-1758704819886 0.21580699999999986 23
-1758704831169 0.22907299999999964 24
-1758704842416 0.2429799999999993 25
-1758704853652 0.25573799999999913 26
-1758704864687 0.269069 27
-1758704875708 0.29566799999999915 28
-1758704886764 0.3095730000000003 29
-1758704898188 0.31460500000000025 30
-1758704909528 0.31963700000000017 31
-1758704920959 0.3264560000000003 32
-1758704932547 0.33863999999999983 33
-1758704943766 0.35139799999999966 34
-1758704954876 0.365238999999999 35
-1758704965862 0.3785709999999991 36
-1758704977040 0.3913289999999989 37
-1758704988150 0.40466099999999905 38
-1758704999081 0.43189999999999884 39
-1758705010187 0.4422959999999989 40
-1758705021427 0.44732799999999884 41
-1758705032667 0.45235999999999876 42
-1758705043929 0.46052499999999874 43
-1758705055067 0.4739589999999989 44
-1758705066396 0.4867829999999991 45
-1758705077499 0.49960699999999925 46
-1758705088545 0.5135139999999989 47
-1758705100323 0.5267789999999994 48
-1758705111736 0.5406849999999999 49
-1758705123342 0.5655609999999989 50
-1758705134864 0.5741689999999995 51
-1758705145984 0.5792669999999998 52
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/system/system_memory_usage_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/system/system_memory_usage_megabytes
deleted file mode 100644
index 64c4e59..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/system/system_memory_usage_megabytes
+++ /dev/null
@@ -1,53 +0,0 @@
-1758704544295 45510.9 0
-1758704559034 45375.2 1
-1758704569717 45446.7 2
-1758704585053 46157.8 3
-1758704596821 46351.0 4
-1758704608261 46411.1 5
-1758704623207 46424.0 6
-1758704634907 46473.1 7
-1758704649025 46520.3 8
-1758704660705 46564.0 9
-1758704673983 46636.0 10
-1758704684674 46929.0 11
-1758704696876 47630.0 12
-1758704708374 47744.8 13
-1758704719675 47745.0 14
-1758704730759 47757.5 15
-1758704741714 47906.5 16
-1758704752672 47945.5 17
-1758704763643 47905.6 18
-1758704774581 47387.7 19
-1758704785606 47887.1 20
-1758704797315 47978.6 21
-1758704808661 47901.8 22
-1758704819886 48079.7 23
-1758704831169 48208.2 24
-1758704842416 48250.6 25
-1758704853652 48281.5 26
-1758704864687 48316.2 27
-1758704875708 48340.0 28
-1758704886764 47359.7 29
-1758704898188 47973.3 30
-1758704909528 48207.7 31
-1758704920959 47276.7 32
-1758704932547 47861.8 33
-1758704943766 48080.4 34
-1758704954876 48118.9 35
-1758704965862 48145.9 36
-1758704977040 48217.1 37
-1758704988150 48271.4 38
-1758704999081 48269.0 39
-1758705010187 47636.5 40
-1758705021427 48251.2 41
-1758705032667 48324.3 42
-1758705043929 47605.0 43
-1758705055067 48142.9 44
-1758705066396 48237.0 45
-1758705077499 48248.2 46
-1758705088545 48246.6 47
-1758705100323 48123.6 48
-1758705111736 48136.1 49
-1758705123342 48137.7 50
-1758705134864 47631.7 51
-1758705145984 48099.6 52
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/system/system_memory_usage_percentage b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/system/system_memory_usage_percentage
deleted file mode 100644
index 5b17bdf..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/system/system_memory_usage_percentage
+++ /dev/null
@@ -1,53 +0,0 @@
-1758704544295 3.4 0
-1758704559034 3.4 1
-1758704569717 3.4 2
-1758704585053 3.4 3
-1758704596821 3.4 4
-1758704608261 3.4 5
-1758704623207 3.4 6
-1758704634907 3.4 7
-1758704649025 3.4 8
-1758704660705 3.4 9
-1758704673983 3.4 10
-1758704684674 3.5 11
-1758704696876 3.5 12
-1758704708374 3.5 13
-1758704719675 3.5 14
-1758704730759 3.5 15
-1758704741714 3.5 16
-1758704752672 3.5 17
-1758704763643 3.5 18
-1758704774581 3.5 19
-1758704785606 3.5 20
-1758704797315 3.5 21
-1758704808661 3.5 22
-1758704819886 3.6 23
-1758704831169 3.6 24
-1758704842416 3.6 25
-1758704853652 3.6 26
-1758704864687 3.6 27
-1758704875708 3.6 28
-1758704886764 3.5 29
-1758704898188 3.5 30
-1758704909528 3.6 31
-1758704920959 3.5 32
-1758704932547 3.5 33
-1758704943766 3.6 34
-1758704954876 3.6 35
-1758704965862 3.6 36
-1758704977040 3.6 37
-1758704988150 3.6 38
-1758704999081 3.6 39
-1758705010187 3.5 40
-1758705021427 3.6 41
-1758705032667 3.6 42
-1758705043929 3.5 43
-1758705055067 3.6 44
-1758705066396 3.6 45
-1758705077499 3.6 46
-1758705088545 3.6 47
-1758705100323 3.6 48
-1758705111736 3.6 49
-1758705123342 3.6 50
-1758705134864 3.5 51
-1758705145984 3.6 52
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/Accuracy b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/Accuracy
deleted file mode 100644
index 74ef20a..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/Accuracy
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704786127 0.5268944501876831 119
-1758704904486 0.5770049095153809 239
-1758705024521 0.5876851677894592 359
-1758705147068 0.8954086303710938 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/Class_Accuracy_0 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/Class_Accuracy_0
deleted file mode 100644
index ec64a4f..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/Class_Accuracy_0
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704786127 0.8229019045829773 119
-1758704904486 0.9708969593048096 239
-1758705024521 0.9714277386665344 359
-1758705147068 0.9756156802177429 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/Class_Accuracy_1 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/Class_Accuracy_1
deleted file mode 100644
index 318042f..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/Class_Accuracy_1
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704786127 0.757781445980072 119
-1758704904486 0.7601176500320435 239
-1758705024521 0.7916277647018433 359
-1758705147068 0.8152015805244446 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/Class_Accuracy_2 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/Class_Accuracy_2
deleted file mode 100644
index 676cbbb..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/Class_Accuracy_2
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704786127 0.0 119
-1758704904486 0.0 239
-1758705024521 0.0 359
-1758705147068 0.0 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/F1_Score b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/F1_Score
deleted file mode 100644
index b0e36c6..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/F1_Score
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704786127 0.4460097551345825 119
-1758704904486 0.5731759071350098 239
-1758705024521 0.581104040145874 359
-1758705147068 0.8879857063293457 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/IoU_0 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/IoU_0
deleted file mode 100644
index 8939c91..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/IoU_0
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704786127 0.8022260069847107 119
-1758704904486 0.9469064474105835 239
-1758705024521 0.9502984285354614 359
-1758705147068 0.9566765427589417 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/IoU_1 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/IoU_1
deleted file mode 100644
index b13510b..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/IoU_1
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704786127 0.288467139005661 119
-1758704904486 0.5959124565124512 239
-1758705024521 0.6244266629219055 359
-1758705147068 0.6640497446060181 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/IoU_2 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/IoU_2
deleted file mode 100644
index 676cbbb..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/IoU_2
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704786127 0.0 119
-1758704904486 0.0 239
-1758705024521 0.0 359
-1758705147068 0.0 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/Pixel_Accuracy b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/Pixel_Accuracy
deleted file mode 100644
index d9a607e..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/Pixel_Accuracy
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704786127 0.8165860772132874 119
-1758704904486 0.9507617354393005 239
-1758705024521 0.9540918469429016 359
-1758705147068 0.9600937962532043 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/loss b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/loss
deleted file mode 100644
index a6e5826..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/loss
+++ /dev/null
@@ -1,480 +0,0 @@
-1758704673987 1.274877905845642 0
-1758704674494 1.227103590965271 1
-1758704675312 1.240679383277893 2
-1758704675713 1.0303163528442383 3
-1758704676904 1.0505471229553223 4
-1758704677294 1.2479338645935059 5
-1758704678170 1.1668897867202759 6
-1758704678674 1.1561435461044312 7
-1758704679767 0.976938009262085 8
-1758704680192 1.2057068347930908 9
-1758704680980 1.1854912042617798 10
-1758704681482 1.0842405557632446 11
-1758704682518 1.1119977235794067 12
-1758704682928 0.8778203725814819 13
-1758704684002 1.163007378578186 14
-1758704684583 1.1736379861831665 15
-1758704685499 1.0016984939575195 16
-1758704686046 0.9534709453582764 17
-1758704687011 0.8848164081573486 18
-1758704687581 1.0556374788284302 19
-1758704688487 0.8128603100776672 20
-1758704689035 0.9354338645935059 21
-1758704689950 1.0400865077972412 22
-1758704690447 0.9915422201156616 23
-1758704691347 1.0026347637176514 24
-1758704691852 0.9515678882598877 25
-1758704692795 0.7051891088485718 26
-1758704693235 0.9449503421783447 27
-1758704694278 0.8438445925712585 28
-1758704694797 1.0196465253829956 29
-1758704695716 1.0088144540786743 30
-1758704696218 0.9836364984512329 31
-1758704697101 0.8510501384735107 32
-1758704697682 0.9045856595039368 33
-1758704698583 0.891035258769989 34
-1758704699074 1.03877592086792 35
-1758704699940 0.962557315826416 36
-1758704700502 0.8799742460250854 37
-1758704701540 0.7287940382957458 38
-1758704701961 0.7802414298057556 39
-1758704702657 0.7540425062179565 40
-1758704703162 0.8067717552185059 41
-1758704703988 0.8790792226791382 42
-1758704704500 0.8252915143966675 43
-1758704705369 0.7635273933410645 44
-1758704705863 0.7459239959716797 45
-1758704706746 0.709048867225647 46
-1758704707258 0.7261882424354553 47
-1758704708205 0.8041547536849976 48
-1758704708719 0.6854894757270813 49
-1758704709582 0.688818097114563 50
-1758704710103 0.7275019288063049 51
-1758704711018 0.8437246680259705 52
-1758704711511 0.6832879781723022 53
-1758704712413 0.9650462865829468 54
-1758704712865 0.8376681804656982 55
-1758704713769 0.735256552696228 56
-1758704714175 0.7948879599571228 57
-1758704715323 0.724423348903656 58
-1758704715850 0.6557839512825012 59
-1758704716850 0.6059638261795044 60
-1758704717315 0.6843376159667969 61
-1758704718254 0.7451397180557251 62
-1758704718780 0.7182456851005554 63
-1758704719701 0.7499011754989624 64
-1758704720174 0.7300778031349182 65
-1758704721104 0.7006506323814392 66
-1758704721665 0.649567186832428 67
-1758704722553 0.6509479284286499 68
-1758704723103 0.666236937046051 69
-1758704723951 0.7206626534461975 70
-1758704724450 0.666069507598877 71
-1758704725299 0.6896518468856812 72
-1758704725784 0.6971938610076904 73
-1758704726674 0.6486192345619202 74
-1758704727182 0.729660153388977 75
-1758704728068 0.7650746703147888 76
-1758704728528 0.693198025226593 77
-1758704729358 0.6742604374885559 78
-1758704729829 0.677638828754425 79
-1758704730735 0.6798452734947205 80
-1758704731302 0.6108649373054504 81
-1758704732164 0.6285193562507629 82
-1758704732645 0.650418221950531 83
-1758704733518 0.6442142724990845 84
-1758704733997 0.6545519828796387 85
-1758704734872 0.7028723359107971 86
-1758704735399 0.6760398149490356 87
-1758704736253 0.7313277125358582 88
-1758704736725 0.6784321665763855 89
-1758704737566 0.648061215877533 90
-1758704737946 0.7284927368164062 91
-1758704738954 0.5952272415161133 92
-1758704739420 0.638055682182312 93
-1758704740315 0.6365441679954529 94
-1758704740780 0.6552581191062927 95
-1758704741661 0.6096495985984802 96
-1758704742108 0.6290164589881897 97
-1758704742912 0.6126827001571655 98
-1758704743380 0.7323405742645264 99
-1758704744221 0.6201593279838562 100
-1758704744602 0.6165911555290222 101
-1758704745575 0.5761539936065674 102
-1758704746015 0.6309712529182434 103
-1758704746932 0.6468117237091064 104
-1758704747412 0.5969046354293823 105
-1758704748276 0.6068705320358276 106
-1758704748762 0.6065909266471863 107
-1758704749636 0.5677589774131775 108
-1758704749998 0.5751599669456482 109
-1758704751113 0.6051568388938904 110
-1758704751608 0.6167625188827515 111
-1758704752234 0.6290394067764282 112
-1758704752602 0.5893653035163879 113
-1758704753655 0.6145272850990295 114
-1758704754150 0.5563598275184631 115
-1758704755039 0.6077470183372498 116
-1758704755512 0.6007871627807617 117
-1758704756404 0.52302086353302 118
-1758704756768 0.6351262927055359 119
-1758704789133 0.6492785811424255 120
-1758704789533 0.5687216520309448 121
-1758704790446 0.6716660857200623 122
-1758704790869 0.6527538299560547 123
-1758704791864 0.6030321717262268 124
-1758704792269 0.6129444241523743 125
-1758704793439 0.5334336161613464 126
-1758704793944 0.6050921082496643 127
-1758704794910 0.5332192778587341 128
-1758704795424 0.5383647084236145 129
-1758704796370 0.5222527384757996 130
-1758704796879 0.5772877931594849 131
-1758704797861 0.5547778606414795 132
-1758704798427 0.6793599128723145 133
-1758704799371 0.5454949140548706 134
-1758704799955 0.633521318435669 135
-1758704800896 0.5057806372642517 136
-1758704801448 0.5692837834358215 137
-1758704802386 0.6079710125923157 138
-1758704802866 0.5670883655548096 139
-1758704804046 0.564450740814209 140
-1758704804567 0.575941801071167 141
-1758704805517 0.5319984555244446 142
-1758704805911 0.5744546055793762 143
-1758704807187 0.6197658181190491 144
-1758704807641 0.5716193318367004 145
-1758704808357 0.5690508484840393 146
-1758704808896 0.6052613258361816 147
-1758704809849 0.5529735088348389 148
-1758704810349 0.5277165174484253 149
-1758704811369 0.5614451766014099 150
-1758704811739 0.5783885717391968 151
-1758704812665 0.579969584941864 152
-1758704813151 0.5317744016647339 153
-1758704814076 0.5366678237915039 154
-1758704814443 0.8309727311134338 155
-1758704815436 0.5920571684837341 156
-1758704815915 0.534393310546875 157
-1758704816791 0.5944703817367554 158
-1758704817151 0.5738728046417236 159
-1758704818197 0.5384505391120911 160
-1758704818773 0.5781518220901489 161
-1758704819702 0.5858083963394165 162
-1758704820086 0.5516306757926941 163
-1758704821110 0.5571462512016296 164
-1758704821666 0.6096738576889038 165
-1758704822520 0.5584005117416382 166
-1758704823026 0.545525074005127 167
-1758704823938 0.5137945413589478 168
-1758704824445 0.5532313585281372 169
-1758704825356 0.5500481724739075 170
-1758704825827 0.5409790277481079 171
-1758704826886 0.5121666193008423 172
-1758704827331 0.5640411972999573 173
-1758704828167 0.4950936734676361 174
-1758704828626 0.5875892043113708 175
-1758704829637 0.4944465160369873 176
-1758704830016 0.6115176677703857 177
-1758704831134 0.5207288265228271 178
-1758704831660 0.514978289604187 179
-1758704832656 0.4961261749267578 180
-1758704833274 0.49432578682899475 181
-1758704834204 0.4585009217262268 182
-1758704834723 0.4711967706680298 183
-1758704835803 0.6397963166236877 184
-1758704836427 0.4837178885936737 185
-1758704837172 0.5931194424629211 186
-1758704837638 0.5202940106391907 187
-1758704838568 0.5050432085990906 188
-1758704838938 0.46957483887672424 189
-1758704839957 0.5347107648849487 190
-1758704840479 0.568725049495697 191
-1758704841366 0.5684583783149719 192
-1758704841853 0.4909811019897461 193
-1758704843034 0.44028714299201965 194
-1758704843444 0.5066654682159424 195
-1758704844438 0.5458548665046692 196
-1758704844974 0.49736902117729187 197
-1758704845828 0.608500063419342 198
-1758704846310 0.5261536240577698 199
-1758704847191 0.5489596128463745 200
-1758704847657 0.4986080825328827 201
-1758704848508 0.5381352305412292 202
-1758704848975 0.568006694316864 203
-1758704849852 0.49483388662338257 204
-1758704850291 0.49504855275154114 205
-1758704851237 0.5085039138793945 206
-1758704851680 0.49801120162010193 207
-1758704852572 0.50766921043396 208
-1758704852941 0.5611490607261658 209
-1758704853953 0.4787760376930237 210
-1758704854319 0.5248543620109558 211
-1758704855454 0.5571203231811523 212
-1758704855974 0.5083506107330322 213
-1758704856799 0.5597507357597351 214
-1758704857174 0.45724350214004517 215
-1758704858142 0.4754940867424011 216
-1758704858505 0.5632391571998596 217
-1758704859605 0.46918338537216187 218
-1758704860079 0.42664071917533875 219
-1758704860990 0.535525918006897 220
-1758704861362 0.48878154158592224 221
-1758704862481 0.5209153890609741 222
-1758704863039 0.5032708644866943 223
-1758704863977 0.5258589386940002 224
-1758704864458 0.49616917967796326 225
-1758704865444 0.5215921998023987 226
-1758704865835 0.48239341378211975 227
-1758704866883 0.5059024095535278 228
-1758704867244 0.45064955949783325 229
-1758704868264 0.5198332667350769 230
-1758704868628 0.4993724822998047 231
-1758704869842 0.4783192574977875 232
-1758704870201 0.4777543246746063 233
-1758704871019 0.5116665363311768 234
-1758704871495 0.44837599992752075 235
-1758704872390 0.4934750497341156 236
-1758704872903 0.47616103291511536 237
-1758704873760 0.47279104590415955 238
-1758704874112 0.4751341640949249 239
-1758704907847 0.5195620656013489 240
-1758704908260 0.47815170884132385 241
-1758704909253 0.44688764214515686 242
-1758704909630 0.48150408267974854 243
-1758704910754 0.45963260531425476 244
-1758704911317 0.48736247420310974 245
-1758704912282 0.43430718779563904 246
-1758704912803 0.5180184841156006 247
-1758704913756 0.4457947909832001 248
-1758704914237 0.47158485651016235 249
-1758704915391 0.49386370182037354 250
-1758704915786 0.5031436681747437 251
-1758704916778 0.4104202091693878 252
-1758704917150 0.463864266872406 253
-1758704918275 0.5010427832603455 254
-1758704918663 0.4789653420448303 255
-1758704919770 0.49239006638526917 256
-1758704920193 0.49108028411865234 257
-1758704921306 0.4647919535636902 258
-1758704921835 0.46857571601867676 259
-1758704922769 0.4839075803756714 260
-1758704923393 0.45909714698791504 261
-1758704924163 0.4203115999698639 262
-1758704924671 0.446240097284317 263
-1758704925561 0.4565105140209198 264
-1758704926046 0.4553053379058838 265
-1758704927046 0.4586256146430969 266
-1758704927428 0.4163249433040619 267
-1758704928711 0.49876531958580017 268
-1758704929148 0.45485785603523254 269
-1758704929966 0.49055200815200806 270
-1758704930510 0.4151005446910858 271
-1758704931375 0.4938661754131317 272
-1758704931909 0.43142905831336975 273
-1758704932825 0.46523240208625793 274
-1758704933284 0.41382524371147156 275
-1758704934319 0.45055657625198364 276
-1758704934726 0.4211416244506836 277
-1758704935719 0.5279481410980225 278
-1758704936093 0.4466515779495239 279
-1758704937058 0.4499216377735138 280
-1758704937732 0.4440770745277405 281
-1758704938428 0.41946977376937866 282
-1758704938935 0.4701896607875824 283
-1758704939795 0.599743664264679 284
-1758704940177 0.4725567400455475 285
-1758704941330 0.43321964144706726 286
-1758704941691 0.4672508239746094 287
-1758704942706 0.4635942578315735 288
-1758704943157 0.37903571128845215 289
-1758704944120 0.6201447248458862 290
-1758704944494 0.4416954517364502 291
-1758704945530 0.4275052547454834 292
-1758704946035 0.4277697205543518 293
-1758704946988 0.45465540885925293 294
-1758704947377 0.4202979803085327 295
-1758704948618 0.4817071557044983 296
-1758704948973 0.43130892515182495 297
-1758704950126 0.4361499845981598 298
-1758704950732 0.4608403742313385 299
-1758704952138 0.44919079542160034 300
-1758704952634 0.40481314063072205 301
-1758704953675 0.42563071846961975 302
-1758704954088 0.44298502802848816 303
-1758704955182 0.4455306828022003 304
-1758704955671 0.4973982572555542 305
-1758704956577 0.43825453519821167 306
-1758704957148 0.4643469750881195 307
-1758704958056 0.7519940733909607 308
-1758704958540 0.4020201861858368 309
-1758704959501 0.46565693616867065 310
-1758704960014 0.4117104411125183 311
-1758704961029 0.41370126605033875 312
-1758704961476 0.47567978501319885 313
-1758704962786 0.3869017958641052 314
-1758704963151 0.4597175717353821 315
-1758704964174 0.4307175874710083 316
-1758704964698 0.41092756390571594 317
-1758704965578 0.4295700788497925 318
-1758704965922 0.4215993285179138 319
-1758704966998 0.41617441177368164 320
-1758704967479 0.4062117338180542 321
-1758704968383 0.39287370443344116 322
-1758704968749 0.3691205084323883 323
-1758704969818 0.4288516640663147 324
-1758704970308 0.543947160243988 325
-1758704971177 0.4132227301597595 326
-1758704971534 0.45149552822113037 327
-1758704972661 0.3775482773780823 328
-1758704973021 0.415251225233078 329
-1758704973929 0.37843024730682373 330
-1758704974294 0.3892829716205597 331
-1758704975351 0.4343689978122711 332
-1758704975717 0.5012240409851074 333
-1758704976810 0.38395532965660095 334
-1758704977374 0.4189373254776001 335
-1758704978314 0.4480518102645874 336
-1758704978683 0.41892164945602417 337
-1758704979644 0.44823962450027466 338
-1758704980117 0.44056007266044617 339
-1758704980943 0.3693263828754425 340
-1758704981427 0.44952020049095154 341
-1758704982270 0.45500996708869934 342
-1758704982767 0.42456579208374023 343
-1758704983631 0.3912959694862366 344
-1758704984062 0.5735968351364136 345
-1758704984913 0.4320237636566162 346
-1758704985355 0.4495972692966461 347
-1758704986288 0.3997255563735962 348
-1758704986671 0.4156542122364044 349
-1758704987645 0.47516563534736633 350
-1758704987993 0.43710511922836304 351
-1758704989163 0.532397449016571 352
-1758704989678 0.6348583698272705 353
-1758704990545 0.39476555585861206 354
-1758704991039 0.42042988538742065 355
-1758704992000 0.44807159900665283 356
-1758704992484 0.40303605794906616 357
-1758704993355 0.33768486976623535 358
-1758704993720 0.4284134805202484 359
-1758705027822 0.4282352924346924 360
-1758705028205 0.4139084219932556 361
-1758705029139 0.3886767029762268 362
-1758705029528 0.43818995356559753 363
-1758705030863 0.3994733393192291 364
-1758705031236 0.36440083384513855 365
-1758705032178 0.405280202627182 366
-1758705032571 0.41540127992630005 367
-1758705033901 0.3826631009578705 368
-1758705034282 0.36069294810295105 369
-1758705035139 0.39097145199775696 370
-1758705035638 0.39995336532592773 371
-1758705036698 0.459515243768692 372
-1758705037095 0.4627496302127838 373
-1758705038547 0.41843852400779724 374
-1758705039086 0.3623311519622803 375
-1758705040066 0.4291195571422577 376
-1758705040471 0.4002160131931305 377
-1758705041560 0.34745606780052185 378
-1758705041948 0.34205037355422974 379
-1758705043074 0.39726483821868896 380
-1758705043617 0.4306551218032837 381
-1758705044529 0.39122796058654785 382
-1758705044909 0.44808679819107056 383
-1758705045987 0.40764427185058594 384
-1758705046407 0.41850635409355164 385
-1758705047467 0.3846222162246704 386
-1758705048027 0.3361387550830841 387
-1758705049116 0.3588571846485138 388
-1758705049609 0.38726386427879333 389
-1758705050729 0.4212869703769684 390
-1758705051117 0.40695008635520935 391
-1758705051946 0.40491190552711487 392
-1758705052539 0.41862350702285767 393
-1758705053752 0.5010074973106384 394
-1758705054229 0.4132533073425293 395
-1758705055168 0.4016874432563782 396
-1758705055691 0.6936567425727844 397
-1758705056778 0.36756452918052673 398
-1758705057249 0.4147622585296631 399
-1758705058149 0.3851006031036377 400
-1758705058637 0.39512258768081665 401
-1758705059530 0.36527886986732483 402
-1758705060018 0.3759104311466217 403
-1758705060934 0.3621973693370819 404
-1758705061495 0.39285966753959656 405
-1758705062451 0.3745974898338318 406
-1758705063078 0.3573947846889496 407
-1758705063865 0.3955545425415039 408
-1758705064280 0.5434101819992065 409
-1758705065191 0.3052590489387512 410
-1758705065736 0.38471463322639465 411
-1758705066632 0.36824774742126465 412
-1758705067159 0.3845934569835663 413
-1758705068087 0.3849756419658661 414
-1758705068555 0.4220861792564392 415
-1758705069429 0.3397819399833679 416
-1758705069899 0.4292651414871216 417
-1758705070783 0.3556015193462372 418
-1758705071140 0.41064679622650146 419
-1758705072241 0.3748897910118103 420
-1758705072608 0.3764247000217438 421
-1758705073652 0.4188302755355835 422
-1758705074141 0.3787100911140442 423
-1758705075050 0.37882930040359497 424
-1758705075530 0.32233062386512756 425
-1758705076413 0.32370880246162415 426
-1758705076833 0.39372801780700684 427
-1758705078052 0.3436383306980133 428
-1758705078451 0.42332473397254944 429
-1758705079313 0.33266931772232056 430
-1758705079683 0.3710586428642273 431
-1758705080731 0.3447490334510803 432
-1758705081312 0.31131187081336975 433
-1758705082235 0.40500789880752563 434
-1758705082732 0.3063916862010956 435
-1758705083643 0.35657957196235657 436
-1758705084011 0.30586835741996765 437
-1758705085043 0.3719742000102997 438
-1758705085543 0.3925436735153198 439
-1758705086384 0.3691609799861908 440
-1758705086875 0.40414509177207947 441
-1758705087702 0.3439484238624573 442
-1758705088222 0.3331519067287445 443
-1758705089119 0.44046449661254883 444
-1758705089476 0.4069104790687561 445
-1758705090630 0.40212351083755493 446
-1758705091102 0.3795458674430847 447
-1758705091931 0.3447974622249603 448
-1758705092385 0.31436285376548767 449
-1758705093416 0.32179388403892517 450
-1758705094047 0.3090231716632843 451
-1758705095058 0.37461012601852417 452
-1758705095593 0.42180749773979187 453
-1758705096547 0.3918342590332031 454
-1758705096954 0.27705782651901245 455
-1758705098018 0.3191433846950531 456
-1758705098460 0.369782418012619 457
-1758705099545 0.34078383445739746 458
-1758705099995 0.33024194836616516 459
-1758705101134 0.37108302116394043 460
-1758705101583 0.3140130937099457 461
-1758705102917 0.34051617980003357 462
-1758705103320 0.33513566851615906 463
-1758705104343 0.36149832606315613 464
-1758705104795 0.3333161771297455 465
-1758705105623 0.35284122824668884 466
-1758705106185 0.3442092537879944 467
-1758705107281 0.48946475982666016 468
-1758705107703 0.3342958390712738 469
-1758705108504 0.4060066044330597 470
-1758705109046 0.3465828001499176 471
-1758705109969 0.32042425870895386 472
-1758705110450 0.29723647236824036 473
-1758705111373 0.33818599581718445 474
-1758705111878 0.38006120920181274 475
-1758705112811 0.2948719263076782 476
-1758705113298 0.3104478120803833 477
-1758705114230 0.34138450026512146 478
-1758705114631 0.33349332213401794 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/mIoU b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/mIoU
deleted file mode 100644
index 139a3b4..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/mIoU
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704786127 0.3635643720626831 119
-1758704904486 0.514272928237915 239
-1758705024521 0.5249083638191223 359
-1758705147068 0.8103631734848022 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/mIoU_Micro b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/mIoU_Micro
deleted file mode 100644
index d616d3d..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/train/mIoU_Micro
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704786127 0.6900257468223572 119
-1758704904486 0.9061447381973267 239
-1758705024521 0.912213921546936 359
-1758705147068 0.9232504963874817 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/Accuracy b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/Accuracy
deleted file mode 100644
index 5f77aab..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/Accuracy
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704785277 0.5498847961425781 119
-1758704903686 0.9106656908988953 239
-1758705023744 0.926720142364502 359
-1758705146408 0.9186656475067139 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/Class_Accuracy_0 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/Class_Accuracy_0
deleted file mode 100644
index 8cabe8c..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/Class_Accuracy_0
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704785277 0.9867182970046997 119
-1758704903686 0.9320960640907288 239
-1758705023744 0.9376580119132996 359
-1758705146408 0.9724116325378418 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/Class_Accuracy_1 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/Class_Accuracy_1
deleted file mode 100644
index fdd3415..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/Class_Accuracy_1
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704785277 0.6629362106323242 119
-1758704903686 0.8892353177070618 239
-1758705023744 0.9157823324203491 359
-1758705146408 0.8649196624755859 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/Class_Accuracy_2 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/Class_Accuracy_2
deleted file mode 100644
index 0ea3296..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/Class_Accuracy_2
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704785277 0.0 119
-1758704903686 0.0 239
-1758705023744 0.0 359
-1758705146408 0.0 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/F1_Score b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/F1_Score
deleted file mode 100644
index 50c28e4..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/F1_Score
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704785277 0.575653076171875 119
-1758704903686 0.8659592866897583 239
-1758705023744 0.8812456130981445 359
-1758705146408 0.9138308763504028 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/IoU_0 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/IoU_0
deleted file mode 100644
index f8618cc..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/IoU_0
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704785277 0.9335218071937561 119
-1758704903686 0.9149620532989502 239
-1758705023744 0.9244951009750366 359
-1758705146408 0.9507002234458923 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/IoU_1 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/IoU_1
deleted file mode 100644
index 7e5e2e8..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/IoU_1
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704785277 0.6146494746208191 119
-1758704903686 0.6344218850135803 239
-1758705023744 0.6690657734870911 359
-1758705146408 0.7435797452926636 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/IoU_2 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/IoU_2
deleted file mode 100644
index 0ea3296..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/IoU_2
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704785277 0.0 119
-1758704903686 0.0 239
-1758705023744 0.0 359
-1758705146408 0.0 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/Pixel_Accuracy b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/Pixel_Accuracy
deleted file mode 100644
index 2bec3a7..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/Pixel_Accuracy
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704785277 0.9398947954177856 119
-1758704903686 0.9258978366851807 239
-1758705023744 0.9344945549964905 359
-1758705146408 0.9568667411804199 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/loss b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/loss
deleted file mode 100644
index db09c4a..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/loss
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704785277 0.5826574563980103 119
-1758704903686 0.5022068619728088 239
-1758705023744 0.46216830611228943 359
-1758705146408 0.3576667606830597 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/mIoU b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/mIoU
deleted file mode 100644
index 48f040b..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/mIoU
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704785277 0.5160571336746216 119
-1758704903686 0.7746919393539429 239
-1758705023744 0.7967804670333862 359
-1758705146408 0.8471399545669556 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/mIoU_Micro b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/mIoU_Micro
deleted file mode 100644
index dfbad4f..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/metrics/val/mIoU_Micro
+++ /dev/null
@@ -1,4 +0,0 @@
-1758704785277 0.8866049647331238 119
-1758704903686 0.8620200753211975 239
-1758705023744 0.8770434856414795 359
-1758705146408 0.9173004031181335 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/aux_heads b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/aux_heads
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/aux_heads
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/aux_loss b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/aux_loss
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/aux_loss
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/batch_size b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/batch_size
deleted file mode 100644
index b8626c4..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/batch_size
+++ /dev/null
@@ -1 +0,0 @@
-4
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/class_names b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/class_names
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/class_names
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/class_weights b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/class_weights
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/class_weights
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/freeze_backbone b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/freeze_backbone
deleted file mode 100644
index bc59c12..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/freeze_backbone
+++ /dev/null
@@ -1 +0,0 @@
-False
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/freeze_decoder b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/freeze_decoder
deleted file mode 100644
index bc59c12..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/freeze_decoder
+++ /dev/null
@@ -1 +0,0 @@
-False
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/freeze_head b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/freeze_head
deleted file mode 100644
index bc59c12..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/freeze_head
+++ /dev/null
@@ -1 +0,0 @@
-False
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/ignore_index b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/ignore_index
deleted file mode 100644
index 3a2e3f4..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/ignore_index
+++ /dev/null
@@ -1 +0,0 @@
--1
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/loss b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/loss
deleted file mode 100644
index a2a77c3..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/loss
+++ /dev/null
@@ -1 +0,0 @@
-ce
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/lr b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/lr
deleted file mode 100644
index a74b51f..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/lr
+++ /dev/null
@@ -1 +0,0 @@
-4.7586039493209614e-05
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/lr_overrides b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/lr_overrides
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/lr_overrides
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/backbone b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/backbone
deleted file mode 100644
index 8edd028..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/backbone
+++ /dev/null
@@ -1 +0,0 @@
-prithvi_eo_v2_300
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/backbone_bands b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/backbone_bands
deleted file mode 100644
index a98ad06..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/backbone_bands
+++ /dev/null
@@ -1 +0,0 @@
-[0, 1, 2, 3, 4, 5]
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/backbone_drop_path b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/backbone_drop_path
deleted file mode 100644
index 49d5957..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/backbone_drop_path
+++ /dev/null
@@ -1 +0,0 @@
-0.1
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/backbone_pretrained b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/backbone_pretrained
deleted file mode 100644
index 0ca9514..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/backbone_pretrained
+++ /dev/null
@@ -1 +0,0 @@
-True
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/decoder b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/decoder
deleted file mode 100644
index a07cbfa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/decoder
+++ /dev/null
@@ -1 +0,0 @@
-UNetDecoder
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/decoder_channels b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/decoder_channels
deleted file mode 100644
index 179b396..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/decoder_channels
+++ /dev/null
@@ -1 +0,0 @@
-[512, 256, 128, 64]
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/head_dropout b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/head_dropout
deleted file mode 100644
index 49d5957..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/head_dropout
+++ /dev/null
@@ -1 +0,0 @@
-0.1
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/necks/0/indices b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/necks/0/indices
deleted file mode 100644
index f955e62..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/necks/0/indices
+++ /dev/null
@@ -1 +0,0 @@
-[5, 11, 17, 23]
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/necks/0/name b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/necks/0/name
deleted file mode 100644
index ad4d7ba..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/necks/0/name
+++ /dev/null
@@ -1 +0,0 @@
-SelectIndices
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/necks/1/name b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/necks/1/name
deleted file mode 100644
index 1442bbb..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/necks/1/name
+++ /dev/null
@@ -1 +0,0 @@
-ReshapeTokensToImage
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/necks/2/name b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/necks/2/name
deleted file mode 100644
index 700a66f..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/necks/2/name
+++ /dev/null
@@ -1 +0,0 @@
-LearnedInterpolateToPyramidal
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/num_classes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/num_classes
deleted file mode 100644
index 00750ed..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_args/num_classes
+++ /dev/null
@@ -1 +0,0 @@
-3
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_factory b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_factory
deleted file mode 100644
index fe007e8..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/model_factory
+++ /dev/null
@@ -1 +0,0 @@
-EncoderDecoderFactory
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/optimizer b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/optimizer
deleted file mode 100644
index 6814c98..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/optimizer
+++ /dev/null
@@ -1 +0,0 @@
-AdamW
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/optimizer_hparams/weight_decay b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/optimizer_hparams/weight_decay
deleted file mode 100644
index 529fa7f..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/optimizer_hparams/weight_decay
+++ /dev/null
@@ -1 +0,0 @@
-0.29954834114703094
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/output_most_probable b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/output_most_probable
deleted file mode 100644
index 0ca9514..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/output_most_probable
+++ /dev/null
@@ -1 +0,0 @@
-True
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/output_on_inference b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/output_on_inference
deleted file mode 100644
index bcd00e7..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/output_on_inference
+++ /dev/null
@@ -1 +0,0 @@
-prediction
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/path_to_record_metrics b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/path_to_record_metrics
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/path_to_record_metrics
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/plot_on_val b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/plot_on_val
deleted file mode 100644
index bc59c12..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/plot_on_val
+++ /dev/null
@@ -1 +0,0 @@
-False
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/scheduler b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/scheduler
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/scheduler
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/scheduler_hparams b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/scheduler_hparams
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/scheduler_hparams
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/task b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/task
deleted file mode 100644
index ea2a349..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/task
+++ /dev/null
@@ -1 +0,0 @@
-segmentation
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/test_dataloaders_names b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/test_dataloaders_names
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/test_dataloaders_names
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/tiled_inference_on_testing b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/tiled_inference_on_testing
deleted file mode 100644
index bc59c12..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/tiled_inference_on_testing
+++ /dev/null
@@ -1 +0,0 @@
-False
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/tiled_inference_on_validation b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/tiled_inference_on_validation
deleted file mode 100644
index bc59c12..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/tiled_inference_on_validation
+++ /dev/null
@@ -1 +0,0 @@
-False
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/tiled_inference_parameters/average_patches b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/tiled_inference_parameters/average_patches
deleted file mode 100644
index bc59c12..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/tiled_inference_parameters/average_patches
+++ /dev/null
@@ -1 +0,0 @@
-False
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/tiled_inference_parameters/h_crop b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/tiled_inference_parameters/h_crop
deleted file mode 100644
index 20c9080..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/tiled_inference_parameters/h_crop
+++ /dev/null
@@ -1 +0,0 @@
-224
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/tiled_inference_parameters/h_stride b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/tiled_inference_parameters/h_stride
deleted file mode 100644
index 0f11735..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/tiled_inference_parameters/h_stride
+++ /dev/null
@@ -1 +0,0 @@
-196
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/tiled_inference_parameters/w_crop b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/tiled_inference_parameters/w_crop
deleted file mode 100644
index 20c9080..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/tiled_inference_parameters/w_crop
+++ /dev/null
@@ -1 +0,0 @@
-224
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/tiled_inference_parameters/w_stride b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/tiled_inference_parameters/w_stride
deleted file mode 100644
index 0f11735..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/params/tiled_inference_parameters/w_stride
+++ /dev/null
@@ -1 +0,0 @@
-196
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/tags/mlflow.parentRunId b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/tags/mlflow.parentRunId
deleted file mode 100644
index 63ecba1..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/tags/mlflow.parentRunId
+++ /dev/null
@@ -1 +0,0 @@
-c0ce679ccfb94003a071e8473897fea2
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/tags/mlflow.runName b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/tags/mlflow.runName
deleted file mode 100644
index 1c8e97b..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/tags/mlflow.runName
+++ /dev/null
@@ -1 +0,0 @@
-geotune-qokd9fqyuhxbgyyiuurpxu_2
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/tags/mlflow.source.name b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/tags/mlflow.source.name
deleted file mode 100644
index 0e63812..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/tags/mlflow.source.name
+++ /dev/null
@@ -1 +0,0 @@
-/opt/miniforge/bin/terratorch
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/tags/mlflow.source.type b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/tags/mlflow.source.type
deleted file mode 100644
index 4a62035..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/tags/mlflow.source.type
+++ /dev/null
@@ -1 +0,0 @@
-LOCAL
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/tags/mlflow.user b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/tags/mlflow.user
deleted file mode 100644
index 146423e..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/722793af47d143e6967dbb69d812d42b/tags/mlflow.user
+++ /dev/null
@@ -1 +0,0 @@
-1001810000
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/meta.yaml b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/meta.yaml
deleted file mode 100644
index 255e7bd..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/meta.yaml
+++ /dev/null
@@ -1,18 +0,0 @@
-# © Copyright IBM Corporation 2025
-# SPDX-License-Identifier: Apache-2.0
-
-
-artifact_uri: /geotunes/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/artifacts
-end_time: 1758703894324
-entry_point_name: ''
-experiment_id: '201622622176987258'
-lifecycle_stage: active
-run_id: b31fe7698a9a4f5dab8bce5269bf168a
-run_name: geotune-qokd9fqyuhxbgyyiuurpxu_0
-source_name: ''
-source_type: 4
-source_version: ''
-start_time: 1758703146471
-status: 3
-tags: []
-user_id: '1001810000'
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/Accuracy b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/Accuracy
deleted file mode 100644
index b6a0430..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/Accuracy
+++ /dev/null
@@ -1 +0,0 @@
-1758703872727 0.793838620185852 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/Class_Accuracy_0 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/Class_Accuracy_0
deleted file mode 100644
index f10a3e2..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/Class_Accuracy_0
+++ /dev/null
@@ -1 +0,0 @@
-1758703874793 0.9903837442398071 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/Class_Accuracy_1 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/Class_Accuracy_1
deleted file mode 100644
index 4d9c6ff..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/Class_Accuracy_1
+++ /dev/null
@@ -1 +0,0 @@
-1758703877015 0.5972934365272522 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/Class_Accuracy_2 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/Class_Accuracy_2
deleted file mode 100644
index 9b795c9..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/Class_Accuracy_2
+++ /dev/null
@@ -1 +0,0 @@
-1758703878983 0.0 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/F1_Score b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/F1_Score
deleted file mode 100644
index 15ad1a6..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/F1_Score
+++ /dev/null
@@ -1 +0,0 @@
-1758703880927 0.8422095775604248 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/IoU_0 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/IoU_0
deleted file mode 100644
index 51d9b88..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/IoU_0
+++ /dev/null
@@ -1 +0,0 @@
-1758703883150 0.9272533059120178 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/IoU_1 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/IoU_1
deleted file mode 100644
index 36823b5..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/IoU_1
+++ /dev/null
@@ -1 +0,0 @@
-1758703885438 0.5651478171348572 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/IoU_2 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/IoU_2
deleted file mode 100644
index 838f774..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/IoU_2
+++ /dev/null
@@ -1 +0,0 @@
-1758703887481 0.0 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/Pixel_Accuracy b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/Pixel_Accuracy
deleted file mode 100644
index b461f3b..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/Pixel_Accuracy
+++ /dev/null
@@ -1 +0,0 @@
-1758703889438 0.9335370659828186 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/loss b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/loss
deleted file mode 100644
index 7154eb5..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/loss
+++ /dev/null
@@ -1 +0,0 @@
-1758703890838 0.395576149225235 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/mIoU b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/mIoU
deleted file mode 100644
index ff3940c..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/mIoU
+++ /dev/null
@@ -1 +0,0 @@
-1758703892323 0.7462005615234375 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/mIoU_Micro b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/mIoU_Micro
deleted file mode 100644
index 951efbc..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/best_step_val/mIoU_Micro
+++ /dev/null
@@ -1 +0,0 @@
-1758703893634 0.8753580451011658 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/epoch b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/epoch
deleted file mode 100644
index 1d35a89..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/epoch
+++ /dev/null
@@ -1,488 +0,0 @@
-1758703403916 0.0 0
-1758703404339 0.0 1
-1758703404764 0.0 2
-1758703405322 0.0 3
-1758703405738 0.0 4
-1758703406238 0.0 5
-1758703406784 0.0 6
-1758703408108 0.0 7
-1758703408500 0.0 8
-1758703408979 0.0 9
-1758703409558 0.0 10
-1758703410125 0.0 11
-1758703411015 0.0 12
-1758703411515 0.0 13
-1758703412382 0.0 14
-1758703412889 0.0 15
-1758703413968 0.0 16
-1758703414503 0.0 17
-1758703415191 0.0 18
-1758703415564 0.0 19
-1758703416494 0.0 20
-1758703416874 0.0 21
-1758703417954 0.0 22
-1758703418475 0.0 23
-1758703419456 0.0 24
-1758703419974 0.0 25
-1758703420836 0.0 26
-1758703422184 0.0 27
-1758703422580 0.0 28
-1758703423070 0.0 29
-1758703423827 0.0 30
-1758703424243 0.0 31
-1758703425594 0.0 32
-1758703426075 0.0 33
-1758703427010 0.0 34
-1758703427545 0.0 35
-1758703428416 0.0 36
-1758703428921 0.0 37
-1758703429817 0.0 38
-1758703430341 0.0 39
-1758703431209 0.0 40
-1758703431598 0.0 41
-1758703432572 0.0 42
-1758703433016 0.0 43
-1758703433956 0.0 44
-1758703434605 0.0 45
-1758703435313 0.0 46
-1758703435826 0.0 47
-1758703436770 0.0 48
-1758703437297 0.0 49
-1758703438369 0.0 50
-1758703438739 0.0 51
-1758703439745 0.0 52
-1758703440141 0.0 53
-1758703441231 0.0 54
-1758703441611 0.0 55
-1758703442768 0.0 56
-1758703443159 0.0 57
-1758703444229 0.0 58
-1758703444600 0.0 59
-1758703445584 0.0 60
-1758703445963 0.0 61
-1758703447037 0.0 62
-1758703447412 0.0 63
-1758703448647 0.0 64
-1758703449005 0.0 65
-1758703450278 0.0 66
-1758703450752 0.0 67
-1758703451698 0.0 68
-1758703452050 0.0 69
-1758703453167 0.0 70
-1758703453556 0.0 71
-1758703454577 0.0 72
-1758703455083 0.0 73
-1758703456043 0.0 74
-1758703456406 0.0 75
-1758703457457 0.0 76
-1758703457974 0.0 77
-1758703458895 0.0 78
-1758703459253 0.0 79
-1758703460244 0.0 80
-1758703460621 0.0 81
-1758703461637 0.0 82
-1758703461994 0.0 83
-1758703463071 0.0 84
-1758703463422 0.0 85
-1758703464465 0.0 86
-1758703464817 0.0 87
-1758703465936 0.0 88
-1758703466295 0.0 89
-1758703467389 0.0 90
-1758703467754 0.0 91
-1758703468834 0.0 92
-1758703469191 0.0 93
-1758703470305 0.0 94
-1758703470690 0.0 95
-1758703471734 0.0 96
-1758703472086 0.0 97
-1758703473260 0.0 98
-1758703473613 0.0 99
-1758703474688 0.0 100
-1758703475061 0.0 101
-1758703476076 0.0 102
-1758703476446 0.0 103
-1758703477657 0.0 104
-1758703478051 0.0 105
-1758703479047 0.0 106
-1758703479393 0.0 107
-1758703481436 0.0 108
-1758703481803 0.0 109
-1758703482868 0.0 110
-1758703483323 0.0 111
-1758703484369 0.0 112
-1758703484736 0.0 113
-1758703485797 0.0 114
-1758703486306 0.0 115
-1758703487216 0.0 116
-1758703487575 0.0 117
-1758703488615 0.0 118
-1758703488973 0.0 119
-1758703519749 0.0 119
-1758703520721 0.0 119
-1758703523822 1.0 120
-1758703524247 1.0 121
-1758703525147 1.0 122
-1758703525695 1.0 123
-1758703526631 1.0 124
-1758703527017 1.0 125
-1758703528080 1.0 126
-1758703528484 1.0 127
-1758703529494 1.0 128
-1758703529902 1.0 129
-1758703530934 1.0 130
-1758703531363 1.0 131
-1758703532341 1.0 132
-1758703532827 1.0 133
-1758703533805 1.0 134
-1758703534385 1.0 135
-1758703535319 1.0 136
-1758703535725 1.0 137
-1758703536769 1.0 138
-1758703537154 1.0 139
-1758703538243 1.0 140
-1758703538668 1.0 141
-1758703539656 1.0 142
-1758703540208 1.0 143
-1758703541071 1.0 144
-1758703541588 1.0 145
-1758703542455 1.0 146
-1758703542943 1.0 147
-1758703543901 1.0 148
-1758703544413 1.0 149
-1758703545379 1.0 150
-1758703545872 1.0 151
-1758703546602 1.0 152
-1758703547107 1.0 153
-1758703547992 1.0 154
-1758703548520 1.0 155
-1758703549402 1.0 156
-1758703549771 1.0 157
-1758703550846 1.0 158
-1758703551410 1.0 159
-1758703552304 1.0 160
-1758703552818 1.0 161
-1758703553732 1.0 162
-1758703554092 1.0 163
-1758703555041 1.0 164
-1758703555424 1.0 165
-1758703556406 1.0 166
-1758703556779 1.0 167
-1758703557941 1.0 168
-1758703558308 1.0 169
-1758703559211 1.0 170
-1758703559569 1.0 171
-1758703560578 1.0 172
-1758703560950 1.0 173
-1758703562050 1.0 174
-1758703562415 1.0 175
-1758703563434 1.0 176
-1758703563788 1.0 177
-1758703564734 1.0 178
-1758703565097 1.0 179
-1758703566033 1.0 180
-1758703566414 1.0 181
-1758703567398 1.0 182
-1758703567767 1.0 183
-1758703568782 1.0 184
-1758703569134 1.0 185
-1758703570163 1.0 186
-1758703570557 1.0 187
-1758703571691 1.0 188
-1758703572050 1.0 189
-1758703573020 1.0 190
-1758703573387 1.0 191
-1758703574394 1.0 192
-1758703574745 1.0 193
-1758703575928 1.0 194
-1758703576280 1.0 195
-1758703577292 1.0 196
-1758703577644 1.0 197
-1758703578503 1.0 198
-1758703578875 1.0 199
-1758703579771 1.0 200
-1758703580124 1.0 201
-1758703581221 1.0 202
-1758703581609 1.0 203
-1758703582789 1.0 204
-1758703583136 1.0 205
-1758703584005 1.0 206
-1758703584381 1.0 207
-1758703585432 1.0 208
-1758703585783 1.0 209
-1758703586965 1.0 210
-1758703587323 1.0 211
-1758703588179 1.0 212
-1758703588537 1.0 213
-1758703589560 1.0 214
-1758703589923 1.0 215
-1758703590915 1.0 216
-1758703591280 1.0 217
-1758703592245 1.0 218
-1758703592602 1.0 219
-1758703593556 1.0 220
-1758703593923 1.0 221
-1758703594873 1.0 222
-1758703595259 1.0 223
-1758703596200 1.0 224
-1758703596565 1.0 225
-1758703597558 1.0 226
-1758703598008 1.0 227
-1758703598836 1.0 228
-1758703599214 1.0 229
-1758703600239 1.0 230
-1758703600673 1.0 231
-1758703601639 1.0 232
-1758703602016 1.0 233
-1758703603042 1.0 234
-1758703603407 1.0 235
-1758703604408 1.0 236
-1758703604753 1.0 237
-1758703605826 1.0 238
-1758703606204 1.0 239
-1758703633735 1.0 239
-1758703634597 1.0 239
-1758703637533 2.0 240
-1758703638000 2.0 241
-1758703638872 2.0 242
-1758703639595 2.0 243
-1758703640346 2.0 244
-1758703640850 2.0 245
-1758703641751 2.0 246
-1758703642286 2.0 247
-1758703643297 2.0 248
-1758703643682 2.0 249
-1758703644659 2.0 250
-1758703645047 2.0 251
-1758703646004 2.0 252
-1758703646531 2.0 253
-1758703647469 2.0 254
-1758703647934 2.0 255
-1758703648836 2.0 256
-1758703649208 2.0 257
-1758703650267 2.0 258
-1758703650646 2.0 259
-1758703651626 2.0 260
-1758703652086 2.0 261
-1758703653033 2.0 262
-1758703653457 2.0 263
-1758703654402 2.0 264
-1758703654796 2.0 265
-1758703655760 2.0 266
-1758703656197 2.0 267
-1758703657060 2.0 268
-1758703657435 2.0 269
-1758703658452 2.0 270
-1758703658970 2.0 271
-1758703659829 2.0 272
-1758703660241 2.0 273
-1758703661284 2.0 274
-1758703661773 2.0 275
-1758703662605 2.0 276
-1758703663094 2.0 277
-1758703663931 2.0 278
-1758703664367 2.0 279
-1758703665193 2.0 280
-1758703665653 2.0 281
-1758703666518 2.0 282
-1758703666901 2.0 283
-1758703667907 2.0 284
-1758703668366 2.0 285
-1758703669211 2.0 286
-1758703669573 2.0 287
-1758703670601 2.0 288
-1758703671057 2.0 289
-1758703672046 2.0 290
-1758703672403 2.0 291
-1758703673359 2.0 292
-1758703673732 2.0 293
-1758703674512 2.0 294
-1758703675005 2.0 295
-1758703675884 2.0 296
-1758703676394 2.0 297
-1758703677254 2.0 298
-1758703677732 2.0 299
-1758703678624 2.0 300
-1758703679115 2.0 301
-1758703679971 2.0 302
-1758703680345 2.0 303
-1758703681384 2.0 304
-1758703681857 2.0 305
-1758703682793 2.0 306
-1758703683145 2.0 307
-1758703684262 2.0 308
-1758703684795 2.0 309
-1758703685775 2.0 310
-1758703686170 2.0 311
-1758703686973 2.0 312
-1758703687443 2.0 313
-1758703688426 2.0 314
-1758703688801 2.0 315
-1758703689677 2.0 316
-1758703690190 2.0 317
-1758703691261 2.0 318
-1758703691625 2.0 319
-1758703692453 2.0 320
-1758703692855 2.0 321
-1758703693837 2.0 322
-1758703694201 2.0 323
-1758703695161 2.0 324
-1758703695660 2.0 325
-1758703696522 2.0 326
-1758703697014 2.0 327
-1758703697861 2.0 328
-1758703698214 2.0 329
-1758703699152 2.0 330
-1758703699501 2.0 331
-1758703700550 2.0 332
-1758703701004 2.0 333
-1758703701867 2.0 334
-1758703702240 2.0 335
-1758703703364 2.0 336
-1758703703744 2.0 337
-1758703704813 2.0 338
-1758703705333 2.0 339
-1758703706173 2.0 340
-1758703706569 2.0 341
-1758703707549 2.0 342
-1758703707921 2.0 343
-1758703708962 2.0 344
-1758703709318 2.0 345
-1758703710296 2.0 346
-1758703710649 2.0 347
-1758703711820 2.0 348
-1758703712176 2.0 349
-1758703713018 2.0 350
-1758703713365 2.0 351
-1758703714363 2.0 352
-1758703714731 2.0 353
-1758703715709 2.0 354
-1758703716186 2.0 355
-1758703717090 2.0 356
-1758703717566 2.0 357
-1758703718639 2.0 358
-1758703719066 2.0 359
-1758703747694 2.0 359
-1758703748952 2.0 359
-1758703752037 3.0 360
-1758703752555 3.0 361
-1758703753265 3.0 362
-1758703753649 3.0 363
-1758703754658 3.0 364
-1758703755194 3.0 365
-1758703756114 3.0 366
-1758703756515 3.0 367
-1758703757608 3.0 368
-1758703758126 3.0 369
-1758703758908 3.0 370
-1758703759447 3.0 371
-1758703760325 3.0 372
-1758703760794 3.0 373
-1758703761846 3.0 374
-1758703762260 3.0 375
-1758703763079 3.0 376
-1758703763563 3.0 377
-1758703764445 3.0 378
-1758703764893 3.0 379
-1758703766033 3.0 380
-1758703766448 3.0 381
-1758703767276 3.0 382
-1758703767685 3.0 383
-1758703768625 3.0 384
-1758703768997 3.0 385
-1758703769979 3.0 386
-1758703770384 3.0 387
-1758703771330 3.0 388
-1758703771803 3.0 389
-1758703772634 3.0 390
-1758703773293 3.0 391
-1758703774164 3.0 392
-1758703774638 3.0 393
-1758703775548 3.0 394
-1758703776055 3.0 395
-1758703776747 3.0 396
-1758703777127 3.0 397
-1758703778100 3.0 398
-1758703778603 3.0 399
-1758703779709 3.0 400
-1758703780093 3.0 401
-1758703780937 3.0 402
-1758703781407 3.0 403
-1758703782262 3.0 404
-1758703782635 3.0 405
-1758703783620 3.0 406
-1758703783979 3.0 407
-1758703785018 3.0 408
-1758703785382 3.0 409
-1758703786353 3.0 410
-1758703786866 3.0 411
-1758703787875 3.0 412
-1758703788247 3.0 413
-1758703789263 3.0 414
-1758703789632 3.0 415
-1758703790628 3.0 416
-1758703790997 3.0 417
-1758703791975 3.0 418
-1758703792329 3.0 419
-1758703793150 3.0 420
-1758703793497 3.0 421
-1758703794499 3.0 422
-1758703794956 3.0 423
-1758703795970 3.0 424
-1758703796332 3.0 425
-1758703797201 3.0 426
-1758703797565 3.0 427
-1758703798605 3.0 428
-1758703799059 3.0 429
-1758703799948 3.0 430
-1758703800438 3.0 431
-1758703801303 3.0 432
-1758703801669 3.0 433
-1758703802743 3.0 434
-1758703803106 3.0 435
-1758703804168 3.0 436
-1758703804654 3.0 437
-1758703805581 3.0 438
-1758703806006 3.0 439
-1758703807099 3.0 440
-1758703807454 3.0 441
-1758703808399 3.0 442
-1758703808751 3.0 443
-1758703810033 3.0 444
-1758703810413 3.0 445
-1758703811316 3.0 446
-1758703811674 3.0 447
-1758703812745 3.0 448
-1758703813132 3.0 449
-1758703814114 3.0 450
-1758703814504 3.0 451
-1758703815570 3.0 452
-1758703815923 3.0 453
-1758703816965 3.0 454
-1758703817324 3.0 455
-1758703818457 3.0 456
-1758703818826 3.0 457
-1758703819798 3.0 458
-1758703820172 3.0 459
-1758703821291 3.0 460
-1758703821642 3.0 461
-1758703822814 3.0 462
-1758703823166 3.0 463
-1758703823936 3.0 464
-1758703824415 3.0 465
-1758703825293 3.0 466
-1758703825653 3.0 467
-1758703826770 3.0 468
-1758703827276 3.0 469
-1758703828150 3.0 470
-1758703828532 3.0 471
-1758703829735 3.0 472
-1758703830091 3.0 473
-1758703831132 3.0 474
-1758703831486 3.0 475
-1758703832520 3.0 476
-1758703832913 3.0 477
-1758703833887 3.0 478
-1758703834324 3.0 479
-1758703864322 3.0 479
-1758703865265 3.0 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/lr-AdamW b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/lr-AdamW
deleted file mode 100644
index 882333b..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/lr-AdamW
+++ /dev/null
@@ -1,4 +0,0 @@
-1758703401006 0.00019028656811998193 0
-1758703521515 0.00019028656811998193 120
-1758703635409 0.00019028656811998193 240
-1758703749716 0.00019028656811998193 360
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/system/cpu_utilization_percentage b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/system/cpu_utilization_percentage
deleted file mode 100644
index bbaad76..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/system/cpu_utilization_percentage
+++ /dev/null
@@ -1,62 +0,0 @@
-1758703159219 0.0 0
-1758703171345 3.3 1
-1758703183228 4.0 2
-1758703197206 2.9 3
-1758703211029 3.5 4
-1758703221895 3.4 5
-1758703233864 3.5 6
-1758703245413 3.1 7
-1758703257280 4.0 8
-1758703268965 3.4 9
-1758703280814 2.5 10
-1758703293245 4.3 11
-1758703305915 3.2 12
-1758703318677 3.1 13
-1758703330711 4.3 14
-1758703342269 2.6 15
-1758703353916 3.3 16
-1758703365667 4.1 17
-1758703377098 3.0 18
-1758703388949 3.4 19
-1758703401040 3.5 20
-1758703412519 3.4 21
-1758703423748 5.0 22
-1758703435368 3.4 23
-1758703446689 3.7 24
-1758703457602 4.3 25
-1758703468449 3.6 26
-1758703479339 4.0 27
-1758703490290 3.9 28
-1758703501587 3.9 29
-1758703513086 3.4 30
-1758703525024 3.8 31
-1758703536682 3.3 32
-1758703548328 3.4 33
-1758703559577 3.8 34
-1758703570823 4.8 35
-1758703581896 2.9 36
-1758703592923 3.7 37
-1758703603933 4.8 38
-1758703615105 3.4 39
-1758703626658 3.6 40
-1758703638003 3.9 41
-1758703649596 3.4 42
-1758703661137 4.7 43
-1758703672461 3.4 44
-1758703683500 3.7 45
-1758703694700 4.7 46
-1758703705734 3.2 47
-1758703716831 3.6 48
-1758703728086 3.4 49
-1758703739745 4.9 50
-1758703751765 3.5 51
-1758703763564 3.5 52
-1758703775279 3.7 53
-1758703786439 3.5 54
-1758703797502 4.9 55
-1758703808536 3.8 56
-1758703819508 3.0 57
-1758703830506 3.8 58
-1758703841602 4.8 59
-1758703852820 2.8 60
-1758703864231 3.6 61
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/system/disk_available_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/system/disk_available_megabytes
deleted file mode 100644
index 2850356..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/system/disk_available_megabytes
+++ /dev/null
@@ -1,62 +0,0 @@
-1758703159219 1977404.7 0
-1758703171345 1977404.7 1
-1758703183228 1977409.2 2
-1758703197206 1977412.5 3
-1758703211029 1977412.5 4
-1758703221895 1977412.5 5
-1758703233864 1977412.5 6
-1758703245413 1977412.5 7
-1758703257280 1977412.5 8
-1758703268965 1977412.5 9
-1758703280814 1977412.5 10
-1758703293245 1977412.5 11
-1758703305915 1977412.5 12
-1758703318677 1977412.5 13
-1758703330711 1977412.5 14
-1758703342269 1977412.5 15
-1758703353916 1977412.5 16
-1758703365667 1977412.5 17
-1758703377098 1977412.5 18
-1758703388949 1977412.5 19
-1758703401040 1977412.5 20
-1758703412519 1977412.5 21
-1758703423748 1977412.5 22
-1758703435368 1977412.5 23
-1758703446689 1977412.5 24
-1758703457602 1977468.8 25
-1758703468449 1977468.8 26
-1758703479339 1977468.8 27
-1758703490290 1977468.8 28
-1758703501587 1977468.8 29
-1758703513086 1977468.8 30
-1758703525024 1977468.8 31
-1758703536682 1977468.8 32
-1758703548328 1977468.8 33
-1758703559577 1977468.8 34
-1758703570823 1977468.8 35
-1758703581896 1977468.8 36
-1758703592923 1977468.8 37
-1758703603933 1977468.8 38
-1758703615105 1977468.8 39
-1758703626658 1977468.8 40
-1758703638003 1977468.8 41
-1758703649596 1977468.8 42
-1758703661137 1977468.8 43
-1758703672461 1977468.8 44
-1758703683500 1977468.8 45
-1758703694700 1977468.8 46
-1758703705734 1977468.8 47
-1758703716831 1977468.8 48
-1758703728086 1977468.8 49
-1758703739745 1977468.8 50
-1758703751765 1977468.8 51
-1758703763564 1977468.8 52
-1758703775279 1977468.8 53
-1758703786439 1977468.8 54
-1758703797502 1977468.8 55
-1758703808536 1977468.8 56
-1758703819508 1977468.8 57
-1758703830506 1977468.8 58
-1758703841602 1977468.8 59
-1758703852820 1977468.8 60
-1758703864231 1977468.8 61
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/system/disk_usage_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/system/disk_usage_megabytes
deleted file mode 100644
index 6a87913..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/system/disk_usage_megabytes
+++ /dev/null
@@ -1,62 +0,0 @@
-1758703159219 1221032.8 0
-1758703171345 1221032.8 1
-1758703183228 1221028.3 2
-1758703197206 1221025.0 3
-1758703211029 1221025.0 4
-1758703221895 1221025.0 5
-1758703233864 1221025.0 6
-1758703245413 1221025.0 7
-1758703257280 1221025.0 8
-1758703268965 1221025.0 9
-1758703280814 1221025.0 10
-1758703293245 1221025.0 11
-1758703305915 1221025.0 12
-1758703318677 1221025.0 13
-1758703330711 1221025.0 14
-1758703342269 1221025.0 15
-1758703353916 1221025.0 16
-1758703365667 1221025.0 17
-1758703377098 1221025.0 18
-1758703388949 1221025.0 19
-1758703401040 1221025.0 20
-1758703412519 1221025.0 21
-1758703423748 1221025.0 22
-1758703435368 1221025.0 23
-1758703446689 1221025.0 24
-1758703457602 1220968.7 25
-1758703468449 1220968.7 26
-1758703479339 1220968.7 27
-1758703490290 1220968.7 28
-1758703501587 1220968.7 29
-1758703513086 1220968.7 30
-1758703525024 1220968.7 31
-1758703536682 1220968.7 32
-1758703548328 1220968.7 33
-1758703559577 1220968.7 34
-1758703570823 1220968.7 35
-1758703581896 1220968.7 36
-1758703592923 1220968.7 37
-1758703603933 1220968.7 38
-1758703615105 1220968.7 39
-1758703626658 1220968.7 40
-1758703638003 1220968.7 41
-1758703649596 1220968.7 42
-1758703661137 1220968.7 43
-1758703672461 1220968.7 44
-1758703683500 1220968.7 45
-1758703694700 1220968.7 46
-1758703705734 1220968.7 47
-1758703716831 1220968.7 48
-1758703728086 1220968.7 49
-1758703739745 1220968.7 50
-1758703751765 1220968.7 51
-1758703763564 1220968.7 52
-1758703775279 1220968.7 53
-1758703786439 1220968.7 54
-1758703797502 1220968.7 55
-1758703808536 1220968.7 56
-1758703819508 1220968.7 57
-1758703830506 1220968.7 58
-1758703841602 1220968.7 59
-1758703852820 1220968.7 60
-1758703864231 1220968.7 61
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/system/disk_usage_percentage b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/system/disk_usage_percentage
deleted file mode 100644
index 56f3c8a..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/system/disk_usage_percentage
+++ /dev/null
@@ -1,62 +0,0 @@
-1758703159219 38.2 0
-1758703171345 38.2 1
-1758703183228 38.2 2
-1758703197206 38.2 3
-1758703211029 38.2 4
-1758703221895 38.2 5
-1758703233864 38.2 6
-1758703245413 38.2 7
-1758703257280 38.2 8
-1758703268965 38.2 9
-1758703280814 38.2 10
-1758703293245 38.2 11
-1758703305915 38.2 12
-1758703318677 38.2 13
-1758703330711 38.2 14
-1758703342269 38.2 15
-1758703353916 38.2 16
-1758703365667 38.2 17
-1758703377098 38.2 18
-1758703388949 38.2 19
-1758703401040 38.2 20
-1758703412519 38.2 21
-1758703423748 38.2 22
-1758703435368 38.2 23
-1758703446689 38.2 24
-1758703457602 38.2 25
-1758703468449 38.2 26
-1758703479339 38.2 27
-1758703490290 38.2 28
-1758703501587 38.2 29
-1758703513086 38.2 30
-1758703525024 38.2 31
-1758703536682 38.2 32
-1758703548328 38.2 33
-1758703559577 38.2 34
-1758703570823 38.2 35
-1758703581896 38.2 36
-1758703592923 38.2 37
-1758703603933 38.2 38
-1758703615105 38.2 39
-1758703626658 38.2 40
-1758703638003 38.2 41
-1758703649596 38.2 42
-1758703661137 38.2 43
-1758703672461 38.2 44
-1758703683500 38.2 45
-1758703694700 38.2 46
-1758703705734 38.2 47
-1758703716831 38.2 48
-1758703728086 38.2 49
-1758703739745 38.2 50
-1758703751765 38.2 51
-1758703763564 38.2 52
-1758703775279 38.2 53
-1758703786439 38.2 54
-1758703797502 38.2 55
-1758703808536 38.2 56
-1758703819508 38.2 57
-1758703830506 38.2 58
-1758703841602 38.2 59
-1758703852820 38.2 60
-1758703864231 38.2 61
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/system/network_receive_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/system/network_receive_megabytes
deleted file mode 100644
index 26fc70c..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/system/network_receive_megabytes
+++ /dev/null
@@ -1,62 +0,0 @@
-1758703159219 0.0 0
-1758703171345 0.008094000000028245 1
-1758703183228 0.01608000000010179 2
-1758703197206 0.03100599999993392 3
-1758703211029 0.04049400000008063 4
-1758703221895 0.04872000000000298 5
-1758703233864 0.05720999999994092 6
-1758703245413 0.06492600000001403 7
-1758703257280 0.0734580000000733 8
-1758703268965 0.08468700000003082 9
-1758703280814 0.09763199999997596 10
-1758703293245 0.10500000000001819 11
-1758703305915 0.11234400000012101 12
-1758703318677 0.11960399999998117 13
-1758703330711 0.1269720000000234 14
-1758703342269 0.1361730000000989 15
-1758703353916 0.1491359999999986 16
-1758703365667 0.15657000000010157 17
-1758703377098 0.16382999999996173 18
-1758703388949 0.1712880000000041 19
-1758703401040 0.1785899999999856 20
-1758703412519 0.18595800000002782 21
-1758703423748 0.19332600000007005 22
-1758703435368 0.20095800000012787 23
-1758703446689 0.20860800000014024 24
-1758703457602 0.22367400000007365 25
-1758703468449 0.23113200000011602 26
-1758703479339 0.23863200000005236 27
-1758703490290 0.24622199999998884 28
-1758703501587 0.2537879999999859 29
-1758703513086 0.26117999999996755 30
-1758703525024 0.26848199999994904 31
-1758703536682 0.2758739999999307 32
-1758703548328 0.2833740000000944 33
-1758703559577 0.2908740000000307 34
-1758703570823 0.3047260000000733 35
-1758703581896 0.31338000000005195 36
-1758703592923 0.32101200000010977 37
-1758703603933 0.32857800000010684 38
-1758703615105 0.3360600000000886 39
-1758703626658 0.34342800000013085 40
-1758703638003 0.35086200000000645 41
-1758703649596 0.35827199999994264 42
-1758703661137 0.36577200000010635 43
-1758703672461 0.3734039999999368 44
-1758703683500 0.38096999999993386 45
-1758703694700 0.3961020000001554 46
-1758703705734 0.4037339999999858 47
-1758703716831 0.4112999999999829 48
-1758703728086 0.4187160000001313 49
-1758703739745 0.4261500000000069 50
-1758703751765 0.4334760000001552 51
-1758703763564 0.44084399999997004 52
-1758703775279 0.44836800000007315 53
-1758703786439 0.4558919999999489 54
-1758703797502 0.4697200000000521 55
-1758703808536 0.47841600000015205 56
-1758703819508 0.4859160000000884 57
-1758703830506 0.4934160000000247 58
-1758703841602 0.5009580000000824 59
-1758703852820 0.5084819999999581 60
-1758703864231 0.5157420000000457 61
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/system/network_transmit_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/system/network_transmit_megabytes
deleted file mode 100644
index 8550b3c..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/system/network_transmit_megabytes
+++ /dev/null
@@ -1,62 +0,0 @@
-1758703159219 0.0 0
-1758703171345 0.006781000000000148 1
-1758703183228 0.012652000000000996 2
-1758703197206 0.02261000000000024 3
-1758703211029 0.02924100000000074 4
-1758703221895 0.035199000000000424 5
-1758703233864 0.04084600000000016 6
-1758703245413 0.0457010000000011 7
-1758703257280 0.05198700000000045 8
-1758703268965 0.0642150000000008 9
-1758703280814 0.07147900000000007 10
-1758703293245 0.07657800000000137 11
-1758703305915 0.08161100000000054 12
-1758703318677 0.08670900000000081 13
-1758703330711 0.09187499999999993 14
-1758703342269 0.09882400000000047 15
-1758703353916 0.10608799999999974 16
-1758703365667 0.11112000000000144 17
-1758703377098 0.11621799999999993 18
-1758703388949 0.1213160000000002 19
-1758703401040 0.12634800000000013 20
-1758703412519 0.13080599999999976 21
-1758703423748 0.13769200000000126 22
-1758703435368 0.15237100000000048 23
-1758703446689 0.16627800000000015 24
-1758703457602 0.1929420000000004 25
-1758703468449 0.20627300000000126 26
-1758703479339 0.21953700000000076 27
-1758703490290 0.23305299999999995 28
-1758703501587 0.24638200000000055 29
-1758703513086 0.252694 30
-1758703525024 0.2577259999999999 31
-1758703536682 0.26282400000000017 32
-1758703548328 0.2744340000000012 33
-1758703559577 0.28770000000000095 34
-1758703570823 0.3140850000000004 35
-1758703581896 0.3276280000000007 36
-1758703592923 0.3423040000000004 37
-1758703603933 0.35570000000000057 38
-1758703615105 0.3703120000000002 39
-1758703626658 0.3800650000000001 40
-1758703638003 0.38516300000000037 41
-1758703649596 0.39026100000000064 42
-1758703661137 0.401231000000001 43
-1758703672461 0.415204000000001 44
-1758703683500 0.4291110000000007 45
-1758703694700 0.4563500000000005 46
-1758703705734 0.4697469999999999 47
-1758703716831 0.48436000000000057 48
-1758703728086 0.49820000000000064 49
-1758703739745 0.5074470000000009 50
-1758703751765 0.5125450000000011 51
-1758703763564 0.5176430000000014 52
-1758703775279 0.5281060000000011 53
-1758703786439 0.5414380000000012 54
-1758703797502 0.5690390000000001 55
-1758703808536 0.5831569999999999 56
-1758703819508 0.5964229999999997 57
-1758703830506 0.6102640000000008 58
-1758703841602 0.6241040000000009 59
-1758703852820 0.6345660000000013 60
-1758703864231 0.6395980000000012 61
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/system/system_memory_usage_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/system/system_memory_usage_megabytes
deleted file mode 100644
index 078eb81..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/system/system_memory_usage_megabytes
+++ /dev/null
@@ -1,62 +0,0 @@
-1758703159219 36204.6 0
-1758703171345 35194.8 1
-1758703183228 35282.9 2
-1758703197206 35295.3 3
-1758703211029 35340.6 4
-1758703221895 35415.0 5
-1758703233864 36245.9 6
-1758703245413 36301.6 7
-1758703257280 36381.7 8
-1758703268965 36362.2 9
-1758703280814 36368.5 10
-1758703293245 36360.2 11
-1758703305915 36409.5 12
-1758703318677 36437.5 13
-1758703330711 36431.4 14
-1758703342269 36430.4 15
-1758703353916 36487.7 16
-1758703365667 36540.9 17
-1758703377098 36584.6 18
-1758703388949 36546.9 19
-1758703401040 36570.7 20
-1758703412519 36807.2 21
-1758703423748 37198.3 22
-1758703435368 37544.8 23
-1758703446689 37513.0 24
-1758703457602 37506.4 25
-1758703468449 37533.3 26
-1758703479339 37552.8 27
-1758703490290 37960.7 28
-1758703501587 37837.6 29
-1758703513086 38022.9 30
-1758703525024 38085.4 31
-1758703536682 37254.2 32
-1758703548328 37483.3 33
-1758703559577 37510.9 34
-1758703570823 37504.8 35
-1758703581896 37559.1 36
-1758703592923 37524.4 37
-1758703603933 37533.6 38
-1758703615105 37611.1 39
-1758703626658 37442.9 40
-1758703638003 37499.9 41
-1758703649596 37185.1 42
-1758703661137 37466.8 43
-1758703672461 37527.8 44
-1758703683500 37443.4 45
-1758703694700 37516.1 46
-1758703705734 37470.2 47
-1758703716831 37514.0 48
-1758703728086 37591.0 49
-1758703739745 37467.4 50
-1758703751765 37456.1 51
-1758703763564 37064.5 52
-1758703775279 37192.3 53
-1758703786439 37178.8 54
-1758703797502 37218.6 55
-1758703808536 37262.8 56
-1758703819508 37262.8 57
-1758703830506 37282.1 58
-1758703841602 37244.5 59
-1758703852820 37215.0 60
-1758703864231 37291.7 61
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/system/system_memory_usage_percentage b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/system/system_memory_usage_percentage
deleted file mode 100644
index 23b0fd8..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/system/system_memory_usage_percentage
+++ /dev/null
@@ -1,62 +0,0 @@
-1758703159219 2.7 0
-1758703171345 2.6 1
-1758703183228 2.6 2
-1758703197206 2.6 3
-1758703211029 2.6 4
-1758703221895 2.6 5
-1758703233864 2.7 6
-1758703245413 2.7 7
-1758703257280 2.7 8
-1758703268965 2.7 9
-1758703280814 2.7 10
-1758703293245 2.7 11
-1758703305915 2.7 12
-1758703318677 2.7 13
-1758703330711 2.7 14
-1758703342269 2.7 15
-1758703353916 2.7 16
-1758703365667 2.7 17
-1758703377098 2.7 18
-1758703388949 2.7 19
-1758703401040 2.7 20
-1758703412519 2.7 21
-1758703423748 2.7 22
-1758703435368 2.8 23
-1758703446689 2.8 24
-1758703457602 2.8 25
-1758703468449 2.8 26
-1758703479339 2.8 27
-1758703490290 2.8 28
-1758703501587 2.8 29
-1758703513086 2.8 30
-1758703525024 2.8 31
-1758703536682 2.8 32
-1758703548328 2.8 33
-1758703559577 2.8 34
-1758703570823 2.8 35
-1758703581896 2.8 36
-1758703592923 2.8 37
-1758703603933 2.8 38
-1758703615105 2.8 39
-1758703626658 2.8 40
-1758703638003 2.8 41
-1758703649596 2.7 42
-1758703661137 2.8 43
-1758703672461 2.8 44
-1758703683500 2.8 45
-1758703694700 2.8 46
-1758703705734 2.8 47
-1758703716831 2.8 48
-1758703728086 2.8 49
-1758703739745 2.8 50
-1758703751765 2.8 51
-1758703763564 2.7 52
-1758703775279 2.7 53
-1758703786439 2.7 54
-1758703797502 2.8 55
-1758703808536 2.8 56
-1758703819508 2.8 57
-1758703830506 2.8 58
-1758703841602 2.8 59
-1758703852820 2.8 60
-1758703864231 2.8 61
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/Accuracy b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/Accuracy
deleted file mode 100644
index 8b7ef1c..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/Accuracy
+++ /dev/null
@@ -1,4 +0,0 @@
-1758703520721 0.49632328748703003 119
-1758703634597 0.8197185397148132 239
-1758703748952 0.8102015256881714 359
-1758703865265 0.8334972262382507 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/Class_Accuracy_0 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/Class_Accuracy_0
deleted file mode 100644
index 5165b92..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/Class_Accuracy_0
+++ /dev/null
@@ -1,4 +0,0 @@
-1758703520721 0.9049717783927917 119
-1758703634597 0.9744945764541626 239
-1758703748952 0.9742596745491028 359
-1758703865265 0.9816757440567017 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/Class_Accuracy_1 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/Class_Accuracy_1
deleted file mode 100644
index 145862b..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/Class_Accuracy_1
+++ /dev/null
@@ -1,4 +0,0 @@
-1758703520721 0.5839980244636536 119
-1758703634597 0.6649425029754639 239
-1758703748952 0.6461433172225952 359
-1758703865265 0.6853187084197998 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/Class_Accuracy_2 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/Class_Accuracy_2
deleted file mode 100644
index b809780..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/Class_Accuracy_2
+++ /dev/null
@@ -1,4 +0,0 @@
-1758703520721 0.0 119
-1758703634597 0.0 239
-1758703748952 0.0 359
-1758703865265 0.0 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/F1_Score b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/F1_Score
deleted file mode 100644
index 3523187..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/F1_Score
+++ /dev/null
@@ -1,4 +0,0 @@
-1758703520721 0.46769896149635315 119
-1758703634597 0.8336405754089355 239
-1758703748952 0.8265711069107056 359
-1758703865265 0.8562618494033813 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/IoU_0 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/IoU_0
deleted file mode 100644
index 94bdbd8..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/IoU_0
+++ /dev/null
@@ -1,4 +0,0 @@
-1758703520721 0.8662925958633423 119
-1758703634597 0.9411880970001221 239
-1758703748952 0.9388115406036377 359
-1758703865265 0.9496618509292603 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/IoU_1 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/IoU_1
deleted file mode 100644
index b09b144..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/IoU_1
+++ /dev/null
@@ -1,4 +0,0 @@
-1758703520721 0.31125202775001526 119
-1758703634597 0.5356006622314453 239
-1758703748952 0.5205679535865784 359
-1758703865265 0.5852163434028625 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/IoU_2 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/IoU_2
deleted file mode 100644
index b809780..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/IoU_2
+++ /dev/null
@@ -1,4 +0,0 @@
-1758703520721 0.0 119
-1758703634597 0.0 239
-1758703748952 0.0 359
-1758703865265 0.0 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/Pixel_Accuracy b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/Pixel_Accuracy
deleted file mode 100644
index 63e9d1e..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/Pixel_Accuracy
+++ /dev/null
@@ -1,4 +0,0 @@
-1758703520721 0.8738414645195007 119
-1758703634597 0.9449238777160645 239
-1758703748952 0.942623496055603 359
-1758703865265 0.9529999494552612 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/loss b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/loss
deleted file mode 100644
index a925fea..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/loss
+++ /dev/null
@@ -1,480 +0,0 @@
-1758703403916 1.274877905845642 0
-1758703404339 1.2027798891067505 1
-1758703404764 1.198225975036621 2
-1758703405322 0.9207143783569336 3
-1758703405738 0.9250311255455017 4
-1758703406238 1.205644130706787 5
-1758703406784 1.0395376682281494 6
-1758703408108 1.0004736185073853 7
-1758703408500 0.7811925411224365 8
-1758703408979 1.1485850811004639 9
-1758703409558 0.9961079955101013 10
-1758703410125 0.8209051489830017 11
-1758703411015 0.9478224515914917 12
-1758703411515 0.8267685770988464 13
-1758703412382 1.0294902324676514 14
-1758703412889 1.12974214553833 15
-1758703413968 0.8079345226287842 16
-1758703414503 0.704730749130249 17
-1758703415191 0.6903329491615295 18
-1758703415564 0.8373969197273254 19
-1758703416494 0.7269583344459534 20
-1758703416874 0.7940132021903992 21
-1758703417954 0.7329426407814026 22
-1758703418475 0.9027689695358276 23
-1758703419456 0.8563272953033447 24
-1758703419974 0.814663290977478 25
-1758703420836 0.601909875869751 26
-1758703422184 0.7474656701087952 27
-1758703422580 0.6435248255729675 28
-1758703423070 0.7397640943527222 29
-1758703423827 0.6577253341674805 30
-1758703424243 0.7648215293884277 31
-1758703425594 0.6228296160697937 32
-1758703426075 0.6810836791992188 33
-1758703427010 0.6479471921920776 34
-1758703427545 0.8290411233901978 35
-1758703428416 0.9146124720573425 36
-1758703428921 0.7452172636985779 37
-1758703429817 0.697993814945221 38
-1758703430341 0.5836259722709656 39
-1758703431209 0.6044676303863525 40
-1758703431598 0.6625044345855713 41
-1758703432572 0.6303647756576538 42
-1758703433016 0.6977528929710388 43
-1758703433956 0.5721544027328491 44
-1758703434605 0.6344006061553955 45
-1758703435313 0.54411780834198 46
-1758703435826 0.5326730012893677 47
-1758703436770 0.6083558201789856 48
-1758703437297 0.6746728420257568 49
-1758703438369 0.6332572102546692 50
-1758703438739 0.6527078151702881 51
-1758703439745 0.5696201920509338 52
-1758703440141 0.5206656455993652 53
-1758703441231 0.733757734298706 54
-1758703441611 0.6912009716033936 55
-1758703442768 0.5611085891723633 56
-1758703443159 0.5531988143920898 57
-1758703444229 0.5597323775291443 58
-1758703444600 0.5461382865905762 59
-1758703445584 0.5967940092086792 60
-1758703445963 0.6840625405311584 61
-1758703447037 0.7190277576446533 62
-1758703447412 0.572504997253418 63
-1758703448647 0.5353274941444397 64
-1758703449005 0.5380701422691345 65
-1758703450278 0.5089751482009888 66
-1758703450752 0.517339825630188 67
-1758703451698 0.46649831533432007 68
-1758703452050 0.5003613233566284 69
-1758703453167 0.5582380294799805 70
-1758703453556 0.46717897057533264 71
-1758703454577 0.5855957269668579 72
-1758703455083 0.5237690210342407 73
-1758703456043 0.4683610796928406 74
-1758703456406 0.5242205262184143 75
-1758703457457 0.6125514507293701 76
-1758703457974 0.6216048002243042 77
-1758703458895 0.47128182649612427 78
-1758703459253 0.4855343997478485 79
-1758703460244 0.4870472252368927 80
-1758703460621 0.4343472123146057 81
-1758703461637 0.490765780210495 82
-1758703461994 0.5102593302726746 83
-1758703463071 0.43833231925964355 84
-1758703463422 0.4823971390724182 85
-1758703464465 0.6520197987556458 86
-1758703464817 0.4710887372493744 87
-1758703465936 0.5017924904823303 88
-1758703466295 0.45295342803001404 89
-1758703467389 0.44561079144477844 90
-1758703467754 0.5681893229484558 91
-1758703468834 0.41055673360824585 92
-1758703469191 0.5099585652351379 93
-1758703470305 0.44368651509284973 94
-1758703470690 0.502008855342865 95
-1758703471734 0.42096877098083496 96
-1758703472086 0.487164705991745 97
-1758703473260 0.4345541000366211 98
-1758703473613 0.5352240800857544 99
-1758703474688 0.4390440881252289 100
-1758703475061 0.40218982100486755 101
-1758703476076 0.429818719625473 102
-1758703476446 0.41034626960754395 103
-1758703477657 0.4970872104167938 104
-1758703478051 0.4004000425338745 105
-1758703479047 0.4686529338359833 106
-1758703479393 0.5988429188728333 107
-1758703481436 0.37422361969947815 108
-1758703481803 0.392801433801651 109
-1758703482868 0.42332780361175537 110
-1758703483323 0.4254845678806305 111
-1758703484369 0.46821650862693787 112
-1758703484736 0.3920729458332062 113
-1758703485797 0.3989558517932892 114
-1758703486306 0.34462136030197144 115
-1758703487216 0.4030957520008087 116
-1758703487575 0.3848862648010254 117
-1758703488615 0.3964705467224121 118
-1758703488973 0.5527583360671997 119
-1758703523822 0.4321482181549072 120
-1758703524247 0.35440385341644287 121
-1758703525147 0.49729228019714355 122
-1758703525695 0.42234373092651367 123
-1758703526631 0.3650267422199249 124
-1758703527017 0.41168537735939026 125
-1758703528080 0.32234641909599304 126
-1758703528484 0.3624267876148224 127
-1758703529494 0.39641180634498596 128
-1758703529902 0.3487209379673004 129
-1758703530934 0.34564176201820374 130
-1758703531363 0.39303168654441833 131
-1758703532341 0.3261266350746155 132
-1758703532827 0.40986377000808716 133
-1758703533805 0.34627944231033325 134
-1758703534385 0.3983691930770874 135
-1758703535319 0.3132975697517395 136
-1758703535725 0.3297085762023926 137
-1758703536769 0.3327300548553467 138
-1758703537154 0.3531569540500641 139
-1758703538243 0.3251119554042816 140
-1758703538668 0.3206629157066345 141
-1758703539656 0.30552563071250916 142
-1758703540208 0.33580633997917175 143
-1758703541071 0.38190582394599915 144
-1758703541588 0.31572696566581726 145
-1758703542455 0.32700875401496887 146
-1758703542943 0.4758710563182831 147
-1758703543901 0.3247140347957611 148
-1758703544413 0.3469450771808624 149
-1758703545379 0.3075418472290039 150
-1758703545872 0.3326973617076874 151
-1758703546602 0.38298875093460083 152
-1758703547107 0.32184913754463196 153
-1758703547992 0.32486215233802795 154
-1758703548520 0.5737438201904297 155
-1758703549402 0.5294191241264343 156
-1758703549771 0.2900168001651764 157
-1758703550846 0.33755332231521606 158
-1758703551410 0.32285892963409424 159
-1758703552304 0.292417049407959 160
-1758703552818 0.3105309009552002 161
-1758703553732 0.32599741220474243 162
-1758703554092 0.28968992829322815 163
-1758703555041 0.32956463098526 164
-1758703555424 0.4670140743255615 165
-1758703556406 0.29809361696243286 166
-1758703556779 0.2970510423183441 167
-1758703557941 0.3232778310775757 168
-1758703558308 0.2902747094631195 169
-1758703559211 0.30117014050483704 170
-1758703559569 0.27668997645378113 171
-1758703560578 0.2820010781288147 172
-1758703560950 0.3632935583591461 173
-1758703562050 0.2628132998943329 174
-1758703562415 0.3439874053001404 175
-1758703563434 0.2795078158378601 176
-1758703563788 0.3507906198501587 177
-1758703564734 0.30646583437919617 178
-1758703565097 0.2442520260810852 179
-1758703566033 0.2804560959339142 180
-1758703566414 0.3302074074745178 181
-1758703567398 0.23383678495883942 182
-1758703567767 0.2455531656742096 183
-1758703568782 0.5099564790725708 184
-1758703569134 0.24950441718101501 185
-1758703570163 0.434581458568573 186
-1758703570557 0.353150874376297 187
-1758703571691 0.37439513206481934 188
-1758703572050 0.29784196615219116 189
-1758703573020 0.29098275303840637 190
-1758703573387 0.3222249150276184 191
-1758703574394 0.3489517569541931 192
-1758703574745 0.2424512803554535 193
-1758703575928 0.41306647658348083 194
-1758703576280 0.25482991337776184 195
-1758703577292 0.32380470633506775 196
-1758703577644 0.25074532628059387 197
-1758703578503 0.3733193576335907 198
-1758703578875 0.24767860770225525 199
-1758703579771 0.26606595516204834 200
-1758703580124 0.299865186214447 201
-1758703581221 0.2756713628768921 202
-1758703581609 0.4499971270561218 203
-1758703582789 0.29517295956611633 204
-1758703583136 0.24876859784126282 205
-1758703584005 0.3595839738845825 206
-1758703584381 0.3054819107055664 207
-1758703585432 0.23584209382534027 208
-1758703585783 0.43757349252700806 209
-1758703586965 0.2457951456308365 210
-1758703587323 0.6032543778419495 211
-1758703588179 0.2292751967906952 212
-1758703588537 0.27672913670539856 213
-1758703589560 0.27806469798088074 214
-1758703589923 0.3206274211406708 215
-1758703590915 0.31982049345970154 216
-1758703591280 0.3953719139099121 217
-1758703592245 0.22185483574867249 218
-1758703592602 0.2377922087907791 219
-1758703593556 0.25592201948165894 220
-1758703593923 0.2552722096443176 221
-1758703594873 0.2712875008583069 222
-1758703595259 0.23500165343284607 223
-1758703596200 0.24528838694095612 224
-1758703596565 0.21827752888202667 225
-1758703597558 0.2544165253639221 226
-1758703598008 0.5077825784683228 227
-1758703598836 0.23221854865550995 228
-1758703599214 0.2012033760547638 229
-1758703600239 0.28379401564598083 230
-1758703600673 0.2687280774116516 231
-1758703601639 0.21871988475322723 232
-1758703602016 0.23355959355831146 233
-1758703603042 0.2563667595386505 234
-1758703603407 0.42729175090789795 235
-1758703604408 0.21996372938156128 236
-1758703604753 0.23413315415382385 237
-1758703605826 0.2858780324459076 238
-1758703606204 0.2304122895002365 239
-1758703637533 0.2523053288459778 240
-1758703638000 0.2266882359981537 241
-1758703638872 0.22625884413719177 242
-1758703639595 0.2255571186542511 243
-1758703640346 0.19961418211460114 244
-1758703640850 0.21812446415424347 245
-1758703641751 0.17826001346111298 246
-1758703642286 0.28582271933555603 247
-1758703643297 0.2956315875053406 248
-1758703643682 0.1997554749250412 249
-1758703644659 0.21728666126728058 250
-1758703645047 0.22744253277778625 251
-1758703646004 0.25023508071899414 252
-1758703646531 0.18900123238563538 253
-1758703647469 0.23107373714447021 254
-1758703647934 0.22987672686576843 255
-1758703648836 0.21166811883449554 256
-1758703649208 0.3702916204929352 257
-1758703650267 0.2250652313232422 258
-1758703650646 0.21134410798549652 259
-1758703651626 0.2669495940208435 260
-1758703652086 0.19281890988349915 261
-1758703653033 0.246393084526062 262
-1758703653457 0.20542332530021667 263
-1758703654402 0.20353958010673523 264
-1758703654796 0.2070847451686859 265
-1758703655760 0.2254089117050171 266
-1758703656197 0.2130923569202423 267
-1758703657060 0.22661300003528595 268
-1758703657435 0.18661977350711823 269
-1758703658452 0.20005986094474792 270
-1758703658970 0.1590675562620163 271
-1758703659829 0.23004113137722015 272
-1758703660241 0.2535834014415741 273
-1758703661284 0.20702917873859406 274
-1758703661773 0.4744984209537506 275
-1758703662605 0.18881066143512726 276
-1758703663094 0.1973850280046463 277
-1758703663931 0.29929935932159424 278
-1758703664367 0.22760412096977234 279
-1758703665193 0.1854945719242096 280
-1758703665653 0.26880887150764465 281
-1758703666518 0.3131726086139679 282
-1758703666901 0.25905290246009827 283
-1758703667907 0.31358569860458374 284
-1758703668366 0.1912766396999359 285
-1758703669211 0.19782754778862 286
-1758703669573 0.17946137487888336 287
-1758703670601 0.2067093700170517 288
-1758703671057 0.20321397483348846 289
-1758703672046 0.997340738773346 290
-1758703672403 0.19822750985622406 291
-1758703673359 0.21651986241340637 292
-1758703673732 0.20697128772735596 293
-1758703674512 0.23378264904022217 294
-1758703675005 0.2013104259967804 295
-1758703675884 0.2532508075237274 296
-1758703676394 0.1753542423248291 297
-1758703677254 0.23364458978176117 298
-1758703677732 0.2429371476173401 299
-1758703678624 0.18454612791538239 300
-1758703679115 0.18569912016391754 301
-1758703679971 0.18332885205745697 302
-1758703680345 0.20075905323028564 303
-1758703681384 0.19367530941963196 304
-1758703681857 0.561482846736908 305
-1758703682793 0.2196364402770996 306
-1758703683145 0.17896848917007446 307
-1758703684262 0.3958982229232788 308
-1758703684795 0.22767594456672668 309
-1758703685775 0.23689253628253937 310
-1758703686170 0.1637503206729889 311
-1758703686973 0.20853786170482635 312
-1758703687443 0.18679672479629517 313
-1758703688426 0.18313252925872803 314
-1758703688801 0.16722922027111053 315
-1758703689677 0.20072953402996063 316
-1758703690190 0.15964706242084503 317
-1758703691261 0.16148218512535095 318
-1758703691625 0.21205012500286102 319
-1758703692453 0.1428092122077942 320
-1758703692855 0.16449157893657684 321
-1758703693837 0.25027361512184143 322
-1758703694201 0.16004358232021332 323
-1758703695161 0.16128692030906677 324
-1758703695660 0.3700415790081024 325
-1758703696522 0.1675846129655838 326
-1758703697014 0.41352707147598267 327
-1758703697861 0.28650254011154175 328
-1758703698214 0.1477186679840088 329
-1758703699152 0.2116120308637619 330
-1758703699501 0.1960892528295517 331
-1758703700550 0.3670550286769867 332
-1758703701004 0.7000277638435364 333
-1758703701867 0.23600652813911438 334
-1758703702240 0.18148571252822876 335
-1758703703364 0.24088671803474426 336
-1758703703744 0.26973608136177063 337
-1758703704813 0.18327362835407257 338
-1758703705333 0.2142418771982193 339
-1758703706173 0.22458726167678833 340
-1758703706569 0.16793666779994965 341
-1758703707549 0.35478025674819946 342
-1758703707921 0.27949240803718567 343
-1758703708962 0.18451353907585144 344
-1758703709318 0.3384290337562561 345
-1758703710296 0.2033824920654297 346
-1758703710649 0.21102267503738403 347
-1758703711820 0.1499609351158142 348
-1758703712176 0.19423465430736542 349
-1758703713018 0.2108224332332611 350
-1758703713365 0.18455860018730164 351
-1758703714363 0.3791225850582123 352
-1758703714731 0.5874044299125671 353
-1758703715709 0.1915922611951828 354
-1758703716186 0.26646795868873596 355
-1758703717090 0.16659687459468842 356
-1758703717566 0.21822117269039154 357
-1758703718639 0.19354863464832306 358
-1758703719066 0.1690354198217392 359
-1758703752037 0.1998884081840515 360
-1758703752555 0.16485607624053955 361
-1758703753265 0.20146436989307404 362
-1758703753649 0.170151948928833 363
-1758703754658 0.15158367156982422 364
-1758703755194 0.15314055979251862 365
-1758703756114 0.15193001925945282 366
-1758703756515 0.1461418718099594 367
-1758703757608 0.12828922271728516 368
-1758703758126 0.12699778378009796 369
-1758703758908 0.2208433896303177 370
-1758703759447 0.1342460960149765 371
-1758703760325 0.27812689542770386 372
-1758703760794 0.4324588179588318 373
-1758703761846 0.15870536863803864 374
-1758703762260 0.25820186734199524 375
-1758703763079 0.17043764889240265 376
-1758703763563 0.23431645333766937 377
-1758703764445 0.2090892195701599 378
-1758703764893 0.14778250455856323 379
-1758703766033 0.21102409064769745 380
-1758703766448 0.17442980408668518 381
-1758703767276 0.1875515580177307 382
-1758703767685 0.1898016482591629 383
-1758703768625 0.16950790584087372 384
-1758703768997 0.24074624478816986 385
-1758703769979 0.14101643860340118 386
-1758703770384 0.20868559181690216 387
-1758703771330 0.12611469626426697 388
-1758703771803 0.40404778718948364 389
-1758703772634 0.14924876391887665 390
-1758703773293 0.16268670558929443 391
-1758703774164 0.30823394656181335 392
-1758703774638 0.15741410851478577 393
-1758703775548 0.7129506468772888 394
-1758703776055 0.22035589814186096 395
-1758703776747 0.2047969400882721 396
-1758703777127 0.36268770694732666 397
-1758703778100 0.13595713675022125 398
-1758703778603 0.24473059177398682 399
-1758703779709 0.21953685581684113 400
-1758703780093 0.23711912333965302 401
-1758703780937 0.16879385709762573 402
-1758703781407 0.13503813743591309 403
-1758703782262 0.13585154712200165 404
-1758703782635 0.19012929499149323 405
-1758703783620 0.15869854390621185 406
-1758703783979 0.14871732890605927 407
-1758703785018 0.17068928480148315 408
-1758703785382 0.4401906728744507 409
-1758703786353 0.16208970546722412 410
-1758703786866 0.12010648846626282 411
-1758703787875 0.12641368806362152 412
-1758703788247 0.13100780546665192 413
-1758703789263 0.17060057818889618 414
-1758703789632 0.20610018074512482 415
-1758703790628 0.1577930748462677 416
-1758703790997 0.16795411705970764 417
-1758703791975 0.13255754113197327 418
-1758703792329 0.18259494006633759 419
-1758703793150 0.15505093336105347 420
-1758703793497 0.18563471734523773 421
-1758703794499 0.6094701886177063 422
-1758703794956 0.15077663958072662 423
-1758703795970 0.12127911299467087 424
-1758703796332 0.20168283581733704 425
-1758703797201 0.30872032046318054 426
-1758703797565 0.1691635400056839 427
-1758703798605 0.10774555802345276 428
-1758703799059 0.20499928295612335 429
-1758703799948 0.23937834799289703 430
-1758703800438 0.15862774848937988 431
-1758703801303 0.21912875771522522 432
-1758703801669 0.16485801339149475 433
-1758703802743 0.13769300282001495 434
-1758703803106 0.2624987065792084 435
-1758703804168 0.15147711336612701 436
-1758703804654 0.16095855832099915 437
-1758703805581 0.1632508933544159 438
-1758703806006 0.14059288799762726 439
-1758703807099 0.1724991798400879 440
-1758703807454 0.20138581097126007 441
-1758703808399 0.12344582378864288 442
-1758703808751 0.1443009078502655 443
-1758703810033 0.27910304069519043 444
-1758703810413 0.21144627034664154 445
-1758703811316 0.2157735526561737 446
-1758703811674 0.18263499438762665 447
-1758703812745 0.15083645284175873 448
-1758703813132 0.11088357865810394 449
-1758703814114 0.15923972427845 450
-1758703814504 0.11918650567531586 451
-1758703815570 0.14592815935611725 452
-1758703815923 0.1999506652355194 453
-1758703816965 0.19496022164821625 454
-1758703817324 0.15251287817955017 455
-1758703818457 0.13575950264930725 456
-1758703818826 0.11632712930440903 457
-1758703819798 0.15552568435668945 458
-1758703820172 0.12046093493700027 459
-1758703821291 0.18271437287330627 460
-1758703821642 0.10377553105354309 461
-1758703822814 0.14539586007595062 462
-1758703823166 0.10317357629537582 463
-1758703823936 0.13244430720806122 464
-1758703824415 0.15000100433826447 465
-1758703825293 0.13588976860046387 466
-1758703825653 0.12204690277576447 467
-1758703826770 0.2720319330692291 468
-1758703827276 0.14903022348880768 469
-1758703828150 0.2124054878950119 470
-1758703828532 0.10850511491298676 471
-1758703829735 0.38546493649482727 472
-1758703830091 0.26775747537612915 473
-1758703831132 0.14146728813648224 474
-1758703831486 0.22408132255077362 475
-1758703832520 0.24833670258522034 476
-1758703832913 0.10941456258296967 477
-1758703833887 0.1187138482928276 478
-1758703834324 0.15956515073776245 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/mIoU b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/mIoU
deleted file mode 100644
index 4d09a4a..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/mIoU
+++ /dev/null
@@ -1,4 +0,0 @@
-1758703520721 0.3925148844718933 119
-1758703634597 0.7383943796157837 239
-1758703748952 0.7296897172927856 359
-1758703865265 0.7674391269683838 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/mIoU_Micro b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/mIoU_Micro
deleted file mode 100644
index 03f43e7..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/train/mIoU_Micro
+++ /dev/null
@@ -1,4 +0,0 @@
-1758703520721 0.7759488224983215 119
-1758703634597 0.8955977559089661 239
-1758703748952 0.8914739489555359 359
-1758703865265 0.9102194905281067 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/Accuracy b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/Accuracy
deleted file mode 100644
index eb2e44a..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/Accuracy
+++ /dev/null
@@ -1,4 +0,0 @@
-1758703519749 0.793838620185852 119
-1758703633735 0.896259069442749 239
-1758703747694 0.8583675622940063 359
-1758703864322 0.8227386474609375 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/Class_Accuracy_0 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/Class_Accuracy_0
deleted file mode 100644
index c3cc844..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/Class_Accuracy_0
+++ /dev/null
@@ -1,4 +0,0 @@
-1758703519749 0.9903837442398071 119
-1758703633735 0.9428863525390625 239
-1758703747694 0.9839596748352051 359
-1758703864322 0.9932419657707214 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/Class_Accuracy_1 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/Class_Accuracy_1
deleted file mode 100644
index bae684b..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/Class_Accuracy_1
+++ /dev/null
@@ -1,4 +0,0 @@
-1758703519749 0.5972934365272522 119
-1758703633735 0.8496318459510803 239
-1758703747694 0.7327753901481628 359
-1758703864322 0.6522353887557983 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/Class_Accuracy_2 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/Class_Accuracy_2
deleted file mode 100644
index 676b2b2..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/Class_Accuracy_2
+++ /dev/null
@@ -1,4 +0,0 @@
-1758703519749 0.0 119
-1758703633735 0.0 239
-1758703747694 0.0 359
-1758703864322 0.0 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/F1_Score b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/F1_Score
deleted file mode 100644
index 63e8355..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/F1_Score
+++ /dev/null
@@ -1,4 +0,0 @@
-1758703519749 0.8422095775604248 119
-1758703633735 0.8674449920654297 239
-1758703747694 0.8858531713485718 359
-1758703864322 0.8694617748260498 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/IoU_0 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/IoU_0
deleted file mode 100644
index 891e7a3..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/IoU_0
+++ /dev/null
@@ -1,4 +0,0 @@
-1758703519749 0.9272533059120178 119
-1758703633735 0.9195106029510498 239
-1758703747694 0.9414276480674744 359
-1758703864322 0.9380876421928406 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/IoU_1 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/IoU_1
deleted file mode 100644
index ddfe7bc..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/IoU_1
+++ /dev/null
@@ -1,4 +0,0 @@
-1758703519749 0.5651478171348572 119
-1758703633735 0.63508540391922 239
-1758703747694 0.6692762970924377 359
-1758703864322 0.6271653175354004 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/IoU_2 b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/IoU_2
deleted file mode 100644
index 676b2b2..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/IoU_2
+++ /dev/null
@@ -1,4 +0,0 @@
-1758703519749 0.0 119
-1758703633735 0.0 239
-1758703747694 0.0 359
-1758703864322 0.0 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/Pixel_Accuracy b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/Pixel_Accuracy
deleted file mode 100644
index 359f91b..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/Pixel_Accuracy
+++ /dev/null
@@ -1,4 +0,0 @@
-1758703519749 0.9335370659828186 119
-1758703633735 0.9294004440307617 239
-1758703747694 0.947634756565094 359
-1758703864322 0.9439274072647095 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/loss b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/loss
deleted file mode 100644
index 16c5504..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/loss
+++ /dev/null
@@ -1,4 +0,0 @@
-1758703519749 0.395576149225235 119
-1758703633735 0.2763923406600952 239
-1758703747694 0.19158540666103363 359
-1758703864322 0.19555625319480896 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/mIoU b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/mIoU
deleted file mode 100644
index b155632..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/mIoU
+++ /dev/null
@@ -1,4 +0,0 @@
-1758703519749 0.7462005615234375 119
-1758703633735 0.7772979736328125 239
-1758703747694 0.805351972579956 359
-1758703864322 0.7826265096664429 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/mIoU_Micro b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/mIoU_Micro
deleted file mode 100644
index deb8395..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/metrics/val/mIoU_Micro
+++ /dev/null
@@ -1,4 +0,0 @@
-1758703519749 0.8753580451011658 119
-1758703633735 0.8681119084358215 239
-1758703747694 0.9004807472229004 359
-1758703864322 0.8938091397285461 479
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/aux_heads b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/aux_heads
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/aux_heads
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/aux_loss b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/aux_loss
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/aux_loss
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/batch_size b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/batch_size
deleted file mode 100644
index b8626c4..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/batch_size
+++ /dev/null
@@ -1 +0,0 @@
-4
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/class_names b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/class_names
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/class_names
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/class_weights b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/class_weights
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/class_weights
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/freeze_backbone b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/freeze_backbone
deleted file mode 100644
index bc59c12..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/freeze_backbone
+++ /dev/null
@@ -1 +0,0 @@
-False
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/freeze_decoder b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/freeze_decoder
deleted file mode 100644
index bc59c12..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/freeze_decoder
+++ /dev/null
@@ -1 +0,0 @@
-False
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/freeze_head b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/freeze_head
deleted file mode 100644
index bc59c12..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/freeze_head
+++ /dev/null
@@ -1 +0,0 @@
-False
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/ignore_index b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/ignore_index
deleted file mode 100644
index 3a2e3f4..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/ignore_index
+++ /dev/null
@@ -1 +0,0 @@
--1
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/loss b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/loss
deleted file mode 100644
index a2a77c3..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/loss
+++ /dev/null
@@ -1 +0,0 @@
-ce
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/lr b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/lr
deleted file mode 100644
index 4fa7017..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/lr
+++ /dev/null
@@ -1 +0,0 @@
-0.00019028656811998193
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/lr_overrides b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/lr_overrides
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/lr_overrides
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/backbone b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/backbone
deleted file mode 100644
index 8edd028..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/backbone
+++ /dev/null
@@ -1 +0,0 @@
-prithvi_eo_v2_300
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/backbone_bands b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/backbone_bands
deleted file mode 100644
index a98ad06..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/backbone_bands
+++ /dev/null
@@ -1 +0,0 @@
-[0, 1, 2, 3, 4, 5]
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/backbone_drop_path b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/backbone_drop_path
deleted file mode 100644
index 49d5957..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/backbone_drop_path
+++ /dev/null
@@ -1 +0,0 @@
-0.1
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/backbone_pretrained b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/backbone_pretrained
deleted file mode 100644
index 0ca9514..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/backbone_pretrained
+++ /dev/null
@@ -1 +0,0 @@
-True
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/decoder b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/decoder
deleted file mode 100644
index a07cbfa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/decoder
+++ /dev/null
@@ -1 +0,0 @@
-UNetDecoder
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/decoder_channels b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/decoder_channels
deleted file mode 100644
index 179b396..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/decoder_channels
+++ /dev/null
@@ -1 +0,0 @@
-[512, 256, 128, 64]
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/head_dropout b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/head_dropout
deleted file mode 100644
index 49d5957..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/head_dropout
+++ /dev/null
@@ -1 +0,0 @@
-0.1
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/necks/0/indices b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/necks/0/indices
deleted file mode 100644
index f955e62..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/necks/0/indices
+++ /dev/null
@@ -1 +0,0 @@
-[5, 11, 17, 23]
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/necks/0/name b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/necks/0/name
deleted file mode 100644
index ad4d7ba..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/necks/0/name
+++ /dev/null
@@ -1 +0,0 @@
-SelectIndices
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/necks/1/name b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/necks/1/name
deleted file mode 100644
index 1442bbb..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/necks/1/name
+++ /dev/null
@@ -1 +0,0 @@
-ReshapeTokensToImage
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/necks/2/name b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/necks/2/name
deleted file mode 100644
index 700a66f..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/necks/2/name
+++ /dev/null
@@ -1 +0,0 @@
-LearnedInterpolateToPyramidal
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/num_classes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/num_classes
deleted file mode 100644
index 00750ed..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_args/num_classes
+++ /dev/null
@@ -1 +0,0 @@
-3
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_factory b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_factory
deleted file mode 100644
index fe007e8..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/model_factory
+++ /dev/null
@@ -1 +0,0 @@
-EncoderDecoderFactory
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/optimizer b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/optimizer
deleted file mode 100644
index 6814c98..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/optimizer
+++ /dev/null
@@ -1 +0,0 @@
-AdamW
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/optimizer_hparams/weight_decay b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/optimizer_hparams/weight_decay
deleted file mode 100644
index 437f4d0..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/optimizer_hparams/weight_decay
+++ /dev/null
@@ -1 +0,0 @@
-0.3774301566514231
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/output_most_probable b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/output_most_probable
deleted file mode 100644
index 0ca9514..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/output_most_probable
+++ /dev/null
@@ -1 +0,0 @@
-True
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/output_on_inference b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/output_on_inference
deleted file mode 100644
index bcd00e7..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/output_on_inference
+++ /dev/null
@@ -1 +0,0 @@
-prediction
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/path_to_record_metrics b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/path_to_record_metrics
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/path_to_record_metrics
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/plot_on_val b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/plot_on_val
deleted file mode 100644
index bc59c12..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/plot_on_val
+++ /dev/null
@@ -1 +0,0 @@
-False
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/scheduler b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/scheduler
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/scheduler
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/scheduler_hparams b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/scheduler_hparams
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/scheduler_hparams
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/task b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/task
deleted file mode 100644
index ea2a349..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/task
+++ /dev/null
@@ -1 +0,0 @@
-segmentation
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/test_dataloaders_names b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/test_dataloaders_names
deleted file mode 100644
index b0047fa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/test_dataloaders_names
+++ /dev/null
@@ -1 +0,0 @@
-None
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/tiled_inference_on_testing b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/tiled_inference_on_testing
deleted file mode 100644
index bc59c12..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/tiled_inference_on_testing
+++ /dev/null
@@ -1 +0,0 @@
-False
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/tiled_inference_on_validation b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/tiled_inference_on_validation
deleted file mode 100644
index bc59c12..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/tiled_inference_on_validation
+++ /dev/null
@@ -1 +0,0 @@
-False
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/tiled_inference_parameters/average_patches b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/tiled_inference_parameters/average_patches
deleted file mode 100644
index bc59c12..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/tiled_inference_parameters/average_patches
+++ /dev/null
@@ -1 +0,0 @@
-False
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/tiled_inference_parameters/h_crop b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/tiled_inference_parameters/h_crop
deleted file mode 100644
index 20c9080..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/tiled_inference_parameters/h_crop
+++ /dev/null
@@ -1 +0,0 @@
-224
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/tiled_inference_parameters/h_stride b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/tiled_inference_parameters/h_stride
deleted file mode 100644
index 0f11735..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/tiled_inference_parameters/h_stride
+++ /dev/null
@@ -1 +0,0 @@
-196
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/tiled_inference_parameters/w_crop b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/tiled_inference_parameters/w_crop
deleted file mode 100644
index 20c9080..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/tiled_inference_parameters/w_crop
+++ /dev/null
@@ -1 +0,0 @@
-224
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/tiled_inference_parameters/w_stride b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/tiled_inference_parameters/w_stride
deleted file mode 100644
index 0f11735..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/params/tiled_inference_parameters/w_stride
+++ /dev/null
@@ -1 +0,0 @@
-196
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/tags/mlflow.parentRunId b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/tags/mlflow.parentRunId
deleted file mode 100644
index 63ecba1..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/tags/mlflow.parentRunId
+++ /dev/null
@@ -1 +0,0 @@
-c0ce679ccfb94003a071e8473897fea2
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/tags/mlflow.runName b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/tags/mlflow.runName
deleted file mode 100644
index 993cb34..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/tags/mlflow.runName
+++ /dev/null
@@ -1 +0,0 @@
-geotune-qokd9fqyuhxbgyyiuurpxu_0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/tags/mlflow.source.name b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/tags/mlflow.source.name
deleted file mode 100644
index 0e63812..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/tags/mlflow.source.name
+++ /dev/null
@@ -1 +0,0 @@
-/opt/miniforge/bin/terratorch
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/tags/mlflow.source.type b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/tags/mlflow.source.type
deleted file mode 100644
index 4a62035..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/tags/mlflow.source.type
+++ /dev/null
@@ -1 +0,0 @@
-LOCAL
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/tags/mlflow.user b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/tags/mlflow.user
deleted file mode 100644
index 146423e..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/b31fe7698a9a4f5dab8bce5269bf168a/tags/mlflow.user
+++ /dev/null
@@ -1 +0,0 @@
-1001810000
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/meta.yaml b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/meta.yaml
deleted file mode 100644
index 3f1ef4f..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/meta.yaml
+++ /dev/null
@@ -1,18 +0,0 @@
-# © Copyright IBM Corporation 2025
-# SPDX-License-Identifier: Apache-2.0
-
-
-artifact_uri: /geotunes/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/artifacts
-end_time: 1758705850484
-entry_point_name: ''
-experiment_id: '201622622176987258'
-lifecycle_stage: active
-run_id: c0ce679ccfb94003a071e8473897fea2
-run_name: geotune-qokd9fqyuhxbgyyiuurpxu
-source_name: ''
-source_type: 4
-source_version: ''
-start_time: 1758703128167
-status: 3
-tags: []
-user_id: '1001810000'
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/metrics/best_val/loss b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/metrics/best_val/loss
deleted file mode 100644
index 271b96e..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/metrics/best_val/loss
+++ /dev/null
@@ -1 +0,0 @@
-1758705850092 0.5826574563980103 0
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/metrics/system/cpu_utilization_percentage b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/metrics/system/cpu_utilization_percentage
deleted file mode 100644
index cfa29f1..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/metrics/system/cpu_utilization_percentage
+++ /dev/null
@@ -1,247 +0,0 @@
-1758703139663 0.0 0
-1758703150461 4.6 1
-1758703161138 3.8 2
-1758703172143 3.1 3
-1758703183287 4.2 4
-1758703194565 2.9 5
-1758703206747 3.4 6
-1758703218644 3.7 7
-1758703229683 3.7 8
-1758703240780 3.2 9
-1758703251778 3.6 10
-1758703262805 3.3 11
-1758703274816 3.2 12
-1758703286324 4.0 13
-1758703297760 3.3 14
-1758703309154 2.6 15
-1758703320349 3.6 16
-1758703331458 4.4 17
-1758703342591 2.5 18
-1758703353502 3.3 19
-1758703364542 4.2 20
-1758703375442 2.9 21
-1758703386400 3.3 22
-1758703397546 3.7 23
-1758703408750 3.3 24
-1758703419714 3.9 25
-1758703430614 4.3 26
-1758703441447 3.8 27
-1758703452027 4.8 28
-1758703462598 2.8 29
-1758703473134 3.6 30
-1758703483712 3.9 31
-1758703494217 4.4 32
-1758703504945 3.5 33
-1758703515933 3.1 34
-1758703526929 4.2 35
-1758703537738 3.5 36
-1758703548728 3.1 37
-1758703559452 3.9 38
-1758703570143 4.8 39
-1758703580748 2.9 40
-1758703591280 3.7 41
-1758703601914 4.9 42
-1758703612544 3.3 43
-1758703623278 3.6 44
-1758703634254 4.4 45
-1758703645114 3.0 46
-1758703655939 3.6 47
-1758703666667 4.6 48
-1758703677306 3.8 49
-1758703687920 3.8 50
-1758703698517 4.0 51
-1758703709078 3.8 52
-1758703719633 3.7 53
-1758703730355 4.3 54
-1758703741228 3.8 55
-1758703751961 3.5 56
-1758703762929 3.6 57
-1758703773777 3.7 58
-1758703784579 3.7 59
-1758703795171 3.7 60
-1758703805788 4.7 61
-1758703816425 3.4 62
-1758703827013 3.6 63
-1758703837606 4.9 64
-1758703848442 2.9 65
-1758703859286 3.8 66
-1758703870162 4.6 67
-1758703881049 2.6 68
-1758703891895 2.7 69
-1758703902488 3.8 70
-1758703913600 2.9 71
-1758703925925 3.7 72
-1758703937938 4.1 73
-1758703949550 3.6 74
-1758703962320 3.9 75
-1758703975064 3.6 76
-1758703988136 3.9 77
-1758704000908 3.0 78
-1758704013159 4.3 79
-1758704025538 3.4 80
-1758704037462 4.4 81
-1758704049003 3.9 82
-1758704059785 3.0 83
-1758704070793 4.7 84
-1758704081658 3.8 85
-1758704092470 3.0 86
-1758704103482 3.7 87
-1758704114233 5.3 88
-1758704124825 3.3 89
-1758704135447 3.7 90
-1758704146013 4.3 91
-1758704156580 3.3 92
-1758704167155 3.4 93
-1758704177957 4.5 94
-1758704189140 3.7 95
-1758704199999 3.7 96
-1758704210764 4.1 97
-1758704221745 3.8 98
-1758704232735 3.8 99
-1758704243290 4.3 100
-1758704253839 3.5 101
-1758704264359 3.5 102
-1758704274952 3.1 103
-1758704285604 4.6 104
-1758704296363 3.5 105
-1758704307093 3.6 106
-1758704317951 4.7 107
-1758704328940 2.9 108
-1758704339582 4.1 109
-1758704350184 4.8 110
-1758704360739 3.2 111
-1758704371231 3.6 112
-1758704381849 4.7 113
-1758704392571 2.6 114
-1758704403263 3.7 115
-1758704413917 5.1 116
-1758704425009 4.8 117
-1758704435830 6.0 118
-1758704446641 5.9 119
-1758704457479 4.0 120
-1758704468115 3.7 121
-1758704478730 4.0 122
-1758704489317 3.9 123
-1758704499981 3.5 124
-1758704510562 3.8 125
-1758704521232 3.2 126
-1758704532046 3.9 127
-1758704543323 2.9 128
-1758704555814 3.6 129
-1758704568077 4.3 130
-1758704579207 3.7 131
-1758704591021 3.6 132
-1758704603055 4.0 133
-1758704614822 3.8 134
-1758704626696 4.3 135
-1758704638445 3.7 136
-1758704650315 3.6 137
-1758704662496 3.8 138
-1758704674146 3.5 139
-1758704685002 5.0 140
-1758704696214 3.5 141
-1758704707210 3.9 142
-1758704717972 3.9 143
-1758704729042 3.7 144
-1758704739665 4.0 145
-1758704750211 4.0 146
-1758704760784 4.1 147
-1758704771446 4.8 148
-1758704782098 2.6 149
-1758704792753 3.3 150
-1758704803479 3.8 151
-1758704814143 4.3 152
-1758704824876 3.8 153
-1758704835597 3.4 154
-1758704846311 4.3 155
-1758704856971 3.7 156
-1758704867569 3.5 157
-1758704878126 4.8 158
-1758704888673 3.7 159
-1758704899351 2.6 160
-1758704910221 4.5 161
-1758704920880 3.4 162
-1758704931681 3.3 163
-1758704942394 4.8 164
-1758704953020 3.6 165
-1758704963607 3.0 166
-1758704974341 4.5 167
-1758704984939 3.4 168
-1758704995515 3.7 169
-1758705006059 4.9 170
-1758705016670 2.9 171
-1758705027336 3.2 172
-1758705037999 4.5 173
-1758705048660 2.8 174
-1758705059366 4.3 175
-1758705070184 4.8 176
-1758705080813 2.9 177
-1758705091407 3.7 178
-1758705102123 4.7 179
-1758705112849 2.9 180
-1758705123684 4.0 181
-1758705134387 4.5 182
-1758705145000 3.0 183
-1758705155593 3.3 184
-1758705166268 3.8 185
-1758705176946 2.7 186
-1758705187994 3.4 187
-1758705200494 3.7 188
-1758705213418 3.5 189
-1758705227637 3.2 190
-1758705241445 4.1 191
-1758705255500 3.4 192
-1758705268144 4.0 193
-1758705280363 3.5 194
-1758705292774 3.8 195
-1758705305812 3.5 196
-1758705318754 3.2 197
-1758705331042 4.5 198
-1758705342991 3.3 199
-1758705353686 4.1 200
-1758705364419 3.8 201
-1758705375100 3.8 202
-1758705385810 3.2 203
-1758705396648 4.7 204
-1758705407382 3.0 205
-1758705418422 3.7 206
-1758705429144 4.8 207
-1758705439976 3.1 208
-1758705450578 3.6 209
-1758705461267 4.6 210
-1758705472191 2.7 211
-1758705482877 5.1 212
-1758705493551 3.8 213
-1758705504230 3.4 214
-1758705514985 4.7 215
-1758705525816 3.4 216
-1758705536606 3.4 217
-1758705547532 4.9 218
-1758705558284 2.9 219
-1758705569077 3.8 220
-1758705579839 4.7 221
-1758705590668 2.7 222
-1758705601311 3.9 223
-1758705611948 4.7 224
-1758705622619 3.2 225
-1758705633210 3.8 226
-1758705643974 4.7 227
-1758705654599 3.2 228
-1758705665540 3.7 229
-1758705676193 4.1 230
-1758705686911 3.7 231
-1758705697677 3.4 232
-1758705708301 2.5 233
-1758705718904 4.9 234
-1758705729608 3.8 235
-1758705740197 2.8 236
-1758705750819 5.2 237
-1758705761553 3.8 238
-1758705772394 4.1 239
-1758705783146 3.7 240
-1758705793900 3.7 241
-1758705804734 4.1 242
-1758705815430 3.6 243
-1758705826134 3.0 244
-1758705836746 4.3 245
-1758705847421 3.1 246
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/metrics/system/disk_available_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/metrics/system/disk_available_megabytes
deleted file mode 100644
index dca7489..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/metrics/system/disk_available_megabytes
+++ /dev/null
@@ -1,247 +0,0 @@
-1758703139663 1980122.4 0
-1758703150461 1979986.4 1
-1758703161138 1977404.7 2
-1758703172143 1977404.7 3
-1758703183287 1977409.2 4
-1758703194565 1977412.5 5
-1758703206747 1977412.5 6
-1758703218644 1977412.5 7
-1758703229683 1977412.5 8
-1758703240780 1977412.5 9
-1758703251778 1977412.5 10
-1758703262805 1977412.5 11
-1758703274816 1977412.5 12
-1758703286324 1977412.5 13
-1758703297760 1977412.5 14
-1758703309154 1977412.5 15
-1758703320349 1977412.5 16
-1758703331458 1977412.5 17
-1758703342591 1977412.5 18
-1758703353502 1977412.5 19
-1758703364542 1977412.5 20
-1758703375442 1977412.5 21
-1758703386400 1977412.5 22
-1758703397546 1977412.5 23
-1758703408750 1977412.5 24
-1758703419714 1977412.5 25
-1758703430614 1977412.5 26
-1758703441447 1977412.5 27
-1758703452027 1977412.5 28
-1758703462598 1977468.8 29
-1758703473134 1977468.8 30
-1758703483712 1977468.8 31
-1758703494217 1977468.8 32
-1758703504945 1977468.8 33
-1758703515933 1977468.8 34
-1758703526929 1977468.8 35
-1758703537738 1977468.8 36
-1758703548728 1977468.8 37
-1758703559452 1977468.8 38
-1758703570143 1977468.8 39
-1758703580748 1977468.8 40
-1758703591280 1977468.8 41
-1758703601914 1977468.8 42
-1758703612544 1977468.8 43
-1758703623278 1977468.8 44
-1758703634254 1977468.8 45
-1758703645114 1977468.8 46
-1758703655939 1977468.8 47
-1758703666667 1977468.8 48
-1758703677306 1977468.8 49
-1758703687920 1977468.8 50
-1758703698517 1977468.8 51
-1758703709078 1977468.8 52
-1758703719633 1977468.8 53
-1758703730355 1977468.8 54
-1758703741228 1977468.8 55
-1758703751961 1977468.8 56
-1758703762929 1977468.8 57
-1758703773777 1977468.8 58
-1758703784579 1977468.8 59
-1758703795171 1977468.8 60
-1758703805788 1977468.8 61
-1758703816425 1977468.8 62
-1758703827013 1977468.8 63
-1758703837606 1977468.8 64
-1758703848442 1977468.8 65
-1758703859286 1977468.8 66
-1758703870162 1977468.8 67
-1758703881049 1977468.8 68
-1758703891895 1977468.8 69
-1758703902488 1977468.8 70
-1758703913600 1977468.8 71
-1758703925925 1977468.8 72
-1758703937938 1977468.8 73
-1758703949550 1977468.8 74
-1758703962320 1977468.8 75
-1758703975064 1977468.8 76
-1758703988136 1977468.8 77
-1758704000908 1977468.8 78
-1758704013159 1977468.8 79
-1758704025538 1977468.8 80
-1758704037462 1977468.8 81
-1758704049003 1977468.8 82
-1758704059785 1977468.8 83
-1758704070793 1977468.8 84
-1758704081658 1977468.8 85
-1758704092470 1977468.8 86
-1758704103482 1977468.8 87
-1758704114233 1977468.8 88
-1758704124825 1977468.8 89
-1758704135447 1977468.8 90
-1758704146013 1977468.8 91
-1758704156580 1977468.8 92
-1758704167155 1977468.8 93
-1758704177957 1977468.8 94
-1758704189140 1977468.8 95
-1758704199999 1977468.8 96
-1758704210764 1977468.8 97
-1758704221745 1977468.8 98
-1758704232735 1977468.8 99
-1758704243290 1977468.8 100
-1758704253839 1977468.8 101
-1758704264359 1977468.8 102
-1758704274952 1977468.8 103
-1758704285604 1977468.8 104
-1758704296363 1977468.8 105
-1758704307093 1977468.8 106
-1758704317951 1977468.8 107
-1758704328940 1977468.8 108
-1758704339582 1977468.8 109
-1758704350184 1977468.8 110
-1758704360739 1977468.8 111
-1758704371231 1977468.8 112
-1758704381849 1977468.8 113
-1758704392571 1977468.8 114
-1758704403263 1977468.8 115
-1758704413917 1977468.8 116
-1758704425009 1977468.8 117
-1758704435830 1977468.8 118
-1758704446641 1977468.8 119
-1758704457479 1977468.8 120
-1758704468115 1977468.8 121
-1758704478730 1977468.8 122
-1758704489317 1977468.8 123
-1758704499981 1977468.8 124
-1758704510562 1977468.8 125
-1758704521232 1977468.8 126
-1758704532046 1977468.8 127
-1758704543323 1977468.8 128
-1758704555814 1977468.8 129
-1758704568077 1977468.8 130
-1758704579207 1977468.8 131
-1758704591021 1977468.8 132
-1758704603055 1977468.8 133
-1758704614822 1977468.8 134
-1758704626696 1977468.8 135
-1758704638445 1977468.8 136
-1758704650315 1977468.8 137
-1758704662496 1977468.8 138
-1758704674146 1977468.8 139
-1758704685002 1977468.8 140
-1758704696214 1977468.8 141
-1758704707210 1977468.8 142
-1758704717972 1977468.8 143
-1758704729042 1977468.8 144
-1758704739665 1977468.8 145
-1758704750211 1977468.8 146
-1758704760784 1977468.8 147
-1758704771446 1977468.8 148
-1758704782098 1977468.8 149
-1758704792753 1977468.8 150
-1758704803479 1977468.8 151
-1758704814143 1977468.8 152
-1758704824876 1977468.8 153
-1758704835597 1977468.8 154
-1758704846311 1977468.8 155
-1758704856971 1977468.8 156
-1758704867569 1977468.8 157
-1758704878126 1977468.8 158
-1758704888673 1977468.8 159
-1758704899351 1977468.8 160
-1758704910221 1977468.8 161
-1758704920880 1977468.8 162
-1758704931681 1977468.8 163
-1758704942394 1977468.8 164
-1758704953020 1977468.8 165
-1758704963607 1977468.8 166
-1758704974341 1977468.8 167
-1758704984939 1977468.8 168
-1758704995515 1977468.8 169
-1758705006059 1977468.8 170
-1758705016670 1977468.8 171
-1758705027336 1977468.8 172
-1758705037999 1977468.8 173
-1758705048660 1977468.8 174
-1758705059366 1977468.8 175
-1758705070184 1977468.8 176
-1758705080813 1977468.8 177
-1758705091407 1977468.8 178
-1758705102123 1977468.8 179
-1758705112849 1977468.8 180
-1758705123684 1977468.8 181
-1758705134387 1977468.8 182
-1758705145000 1977468.8 183
-1758705155593 1977468.8 184
-1758705166268 1977468.8 185
-1758705176946 1977468.8 186
-1758705187994 1977468.8 187
-1758705200494 1977468.8 188
-1758705213418 1977468.8 189
-1758705227637 1977468.8 190
-1758705241445 1977468.8 191
-1758705255500 1977468.8 192
-1758705268144 1977468.8 193
-1758705280363 1977468.8 194
-1758705292774 1977468.8 195
-1758705305812 1977468.8 196
-1758705318754 1977468.8 197
-1758705331042 1977468.8 198
-1758705342991 1977468.8 199
-1758705353686 1977468.8 200
-1758705364419 1977468.8 201
-1758705375100 1977468.8 202
-1758705385810 1977468.8 203
-1758705396648 1977468.8 204
-1758705407382 1977468.8 205
-1758705418422 1977468.8 206
-1758705429144 1977468.8 207
-1758705439976 1977468.8 208
-1758705450578 1977468.8 209
-1758705461267 1977468.8 210
-1758705472191 1977468.8 211
-1758705482877 1977468.8 212
-1758705493551 1977468.8 213
-1758705504230 1977468.8 214
-1758705514985 1977468.8 215
-1758705525816 1977468.8 216
-1758705536606 1977468.8 217
-1758705547532 1977468.8 218
-1758705558284 1977468.8 219
-1758705569077 1977468.8 220
-1758705579839 1977468.8 221
-1758705590668 1977468.8 222
-1758705601311 1977468.8 223
-1758705611948 1977468.8 224
-1758705622619 1977468.8 225
-1758705633210 1977468.8 226
-1758705643974 1977468.8 227
-1758705654599 1977468.8 228
-1758705665540 1977468.8 229
-1758705676193 1977468.8 230
-1758705686911 1977468.8 231
-1758705697677 1977468.8 232
-1758705708301 1977468.8 233
-1758705718904 1977468.8 234
-1758705729608 1977468.8 235
-1758705740197 1977468.8 236
-1758705750819 1977468.8 237
-1758705761553 1977468.8 238
-1758705772394 1977468.8 239
-1758705783146 1977468.8 240
-1758705793900 1977468.8 241
-1758705804734 1977468.8 242
-1758705815430 1977468.8 243
-1758705826134 1977468.8 244
-1758705836746 1977468.8 245
-1758705847421 1977468.8 246
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/metrics/system/disk_usage_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/metrics/system/disk_usage_megabytes
deleted file mode 100644
index e012dd6..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/metrics/system/disk_usage_megabytes
+++ /dev/null
@@ -1,247 +0,0 @@
-1758703139663 1218315.1 0
-1758703150461 1218451.1 1
-1758703161138 1221032.8 2
-1758703172143 1221032.8 3
-1758703183287 1221028.3 4
-1758703194565 1221025.0 5
-1758703206747 1221025.0 6
-1758703218644 1221025.0 7
-1758703229683 1221025.0 8
-1758703240780 1221025.0 9
-1758703251778 1221025.0 10
-1758703262805 1221025.0 11
-1758703274816 1221025.0 12
-1758703286324 1221025.0 13
-1758703297760 1221025.0 14
-1758703309154 1221025.0 15
-1758703320349 1221025.0 16
-1758703331458 1221025.0 17
-1758703342591 1221025.0 18
-1758703353502 1221025.0 19
-1758703364542 1221025.0 20
-1758703375442 1221025.0 21
-1758703386400 1221025.0 22
-1758703397546 1221025.0 23
-1758703408750 1221025.0 24
-1758703419714 1221025.0 25
-1758703430614 1221025.0 26
-1758703441447 1221025.0 27
-1758703452027 1221025.0 28
-1758703462598 1220968.7 29
-1758703473134 1220968.7 30
-1758703483712 1220968.7 31
-1758703494217 1220968.7 32
-1758703504945 1220968.7 33
-1758703515933 1220968.7 34
-1758703526929 1220968.7 35
-1758703537738 1220968.7 36
-1758703548728 1220968.7 37
-1758703559452 1220968.7 38
-1758703570143 1220968.7 39
-1758703580748 1220968.7 40
-1758703591280 1220968.7 41
-1758703601914 1220968.7 42
-1758703612544 1220968.7 43
-1758703623278 1220968.7 44
-1758703634254 1220968.7 45
-1758703645114 1220968.7 46
-1758703655939 1220968.7 47
-1758703666667 1220968.7 48
-1758703677306 1220968.7 49
-1758703687920 1220968.7 50
-1758703698517 1220968.7 51
-1758703709078 1220968.7 52
-1758703719633 1220968.7 53
-1758703730355 1220968.7 54
-1758703741228 1220968.7 55
-1758703751961 1220968.7 56
-1758703762929 1220968.7 57
-1758703773777 1220968.7 58
-1758703784579 1220968.7 59
-1758703795171 1220968.7 60
-1758703805788 1220968.7 61
-1758703816425 1220968.7 62
-1758703827013 1220968.7 63
-1758703837606 1220968.7 64
-1758703848442 1220968.7 65
-1758703859286 1220968.7 66
-1758703870162 1220968.7 67
-1758703881049 1220968.7 68
-1758703891895 1220968.7 69
-1758703902488 1220968.7 70
-1758703913600 1220968.7 71
-1758703925925 1220968.7 72
-1758703937938 1220968.7 73
-1758703949550 1220968.7 74
-1758703962320 1220968.7 75
-1758703975064 1220968.7 76
-1758703988136 1220968.7 77
-1758704000908 1220968.7 78
-1758704013159 1220968.7 79
-1758704025538 1220968.7 80
-1758704037462 1220968.7 81
-1758704049003 1220968.7 82
-1758704059785 1220968.7 83
-1758704070793 1220968.7 84
-1758704081658 1220968.7 85
-1758704092470 1220968.7 86
-1758704103482 1220968.7 87
-1758704114233 1220968.7 88
-1758704124825 1220968.7 89
-1758704135447 1220968.7 90
-1758704146013 1220968.7 91
-1758704156580 1220968.7 92
-1758704167155 1220968.7 93
-1758704177957 1220968.7 94
-1758704189140 1220968.7 95
-1758704199999 1220968.7 96
-1758704210764 1220968.7 97
-1758704221745 1220968.7 98
-1758704232735 1220968.7 99
-1758704243290 1220968.7 100
-1758704253839 1220968.7 101
-1758704264359 1220968.7 102
-1758704274952 1220968.7 103
-1758704285604 1220968.7 104
-1758704296363 1220968.7 105
-1758704307093 1220968.7 106
-1758704317951 1220968.7 107
-1758704328940 1220968.7 108
-1758704339582 1220968.7 109
-1758704350184 1220968.7 110
-1758704360739 1220968.7 111
-1758704371231 1220968.7 112
-1758704381849 1220968.7 113
-1758704392571 1220968.7 114
-1758704403263 1220968.7 115
-1758704413917 1220968.7 116
-1758704425009 1220968.7 117
-1758704435830 1220968.7 118
-1758704446641 1220968.7 119
-1758704457479 1220968.7 120
-1758704468115 1220968.7 121
-1758704478730 1220968.7 122
-1758704489317 1220968.7 123
-1758704499981 1220968.7 124
-1758704510562 1220968.7 125
-1758704521232 1220968.7 126
-1758704532046 1220968.7 127
-1758704543323 1220968.7 128
-1758704555814 1220968.7 129
-1758704568077 1220968.7 130
-1758704579207 1220968.7 131
-1758704591021 1220968.7 132
-1758704603055 1220968.7 133
-1758704614822 1220968.7 134
-1758704626696 1220968.7 135
-1758704638445 1220968.7 136
-1758704650315 1220968.7 137
-1758704662496 1220968.7 138
-1758704674146 1220968.7 139
-1758704685002 1220968.7 140
-1758704696214 1220968.7 141
-1758704707210 1220968.7 142
-1758704717972 1220968.7 143
-1758704729042 1220968.7 144
-1758704739665 1220968.7 145
-1758704750211 1220968.7 146
-1758704760784 1220968.7 147
-1758704771446 1220968.7 148
-1758704782098 1220968.7 149
-1758704792753 1220968.7 150
-1758704803479 1220968.7 151
-1758704814143 1220968.7 152
-1758704824876 1220968.7 153
-1758704835597 1220968.7 154
-1758704846311 1220968.7 155
-1758704856971 1220968.7 156
-1758704867569 1220968.7 157
-1758704878126 1220968.7 158
-1758704888673 1220968.7 159
-1758704899351 1220968.7 160
-1758704910221 1220968.7 161
-1758704920880 1220968.7 162
-1758704931681 1220968.7 163
-1758704942394 1220968.7 164
-1758704953020 1220968.7 165
-1758704963607 1220968.7 166
-1758704974341 1220968.7 167
-1758704984939 1220968.7 168
-1758704995515 1220968.7 169
-1758705006059 1220968.7 170
-1758705016670 1220968.7 171
-1758705027336 1220968.7 172
-1758705037999 1220968.7 173
-1758705048660 1220968.7 174
-1758705059366 1220968.7 175
-1758705070184 1220968.7 176
-1758705080813 1220968.7 177
-1758705091407 1220968.7 178
-1758705102123 1220968.7 179
-1758705112849 1220968.7 180
-1758705123684 1220968.7 181
-1758705134387 1220968.7 182
-1758705145000 1220968.7 183
-1758705155593 1220968.7 184
-1758705166268 1220968.7 185
-1758705176946 1220968.7 186
-1758705187994 1220968.7 187
-1758705200494 1220968.7 188
-1758705213418 1220968.7 189
-1758705227637 1220968.7 190
-1758705241445 1220968.7 191
-1758705255500 1220968.7 192
-1758705268144 1220968.7 193
-1758705280363 1220968.7 194
-1758705292774 1220968.7 195
-1758705305812 1220968.7 196
-1758705318754 1220968.7 197
-1758705331042 1220968.7 198
-1758705342991 1220968.7 199
-1758705353686 1220968.7 200
-1758705364419 1220968.7 201
-1758705375100 1220968.7 202
-1758705385810 1220968.7 203
-1758705396648 1220968.7 204
-1758705407382 1220968.7 205
-1758705418422 1220968.7 206
-1758705429144 1220968.7 207
-1758705439976 1220968.7 208
-1758705450578 1220968.7 209
-1758705461267 1220968.7 210
-1758705472191 1220968.7 211
-1758705482877 1220968.7 212
-1758705493551 1220968.7 213
-1758705504230 1220968.7 214
-1758705514985 1220968.7 215
-1758705525816 1220968.7 216
-1758705536606 1220968.7 217
-1758705547532 1220968.7 218
-1758705558284 1220968.7 219
-1758705569077 1220968.7 220
-1758705579839 1220968.7 221
-1758705590668 1220968.7 222
-1758705601311 1220968.7 223
-1758705611948 1220968.7 224
-1758705622619 1220968.7 225
-1758705633210 1220968.7 226
-1758705643974 1220968.7 227
-1758705654599 1220968.7 228
-1758705665540 1220968.7 229
-1758705676193 1220968.7 230
-1758705686911 1220968.7 231
-1758705697677 1220968.7 232
-1758705708301 1220968.7 233
-1758705718904 1220968.7 234
-1758705729608 1220968.7 235
-1758705740197 1220968.7 236
-1758705750819 1220968.7 237
-1758705761553 1220968.7 238
-1758705772394 1220968.7 239
-1758705783146 1220968.7 240
-1758705793900 1220968.7 241
-1758705804734 1220968.7 242
-1758705815430 1220968.7 243
-1758705826134 1220968.7 244
-1758705836746 1220968.7 245
-1758705847421 1220968.7 246
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/metrics/system/disk_usage_percentage b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/metrics/system/disk_usage_percentage
deleted file mode 100644
index d5c1fe3..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/metrics/system/disk_usage_percentage
+++ /dev/null
@@ -1,247 +0,0 @@
-1758703139663 38.1 0
-1758703150461 38.1 1
-1758703161138 38.2 2
-1758703172143 38.2 3
-1758703183287 38.2 4
-1758703194565 38.2 5
-1758703206747 38.2 6
-1758703218644 38.2 7
-1758703229683 38.2 8
-1758703240780 38.2 9
-1758703251778 38.2 10
-1758703262805 38.2 11
-1758703274816 38.2 12
-1758703286324 38.2 13
-1758703297760 38.2 14
-1758703309154 38.2 15
-1758703320349 38.2 16
-1758703331458 38.2 17
-1758703342591 38.2 18
-1758703353502 38.2 19
-1758703364542 38.2 20
-1758703375442 38.2 21
-1758703386400 38.2 22
-1758703397546 38.2 23
-1758703408750 38.2 24
-1758703419714 38.2 25
-1758703430614 38.2 26
-1758703441447 38.2 27
-1758703452027 38.2 28
-1758703462598 38.2 29
-1758703473134 38.2 30
-1758703483712 38.2 31
-1758703494217 38.2 32
-1758703504945 38.2 33
-1758703515933 38.2 34
-1758703526929 38.2 35
-1758703537738 38.2 36
-1758703548728 38.2 37
-1758703559452 38.2 38
-1758703570143 38.2 39
-1758703580748 38.2 40
-1758703591280 38.2 41
-1758703601914 38.2 42
-1758703612544 38.2 43
-1758703623278 38.2 44
-1758703634254 38.2 45
-1758703645114 38.2 46
-1758703655939 38.2 47
-1758703666667 38.2 48
-1758703677306 38.2 49
-1758703687920 38.2 50
-1758703698517 38.2 51
-1758703709078 38.2 52
-1758703719633 38.2 53
-1758703730355 38.2 54
-1758703741228 38.2 55
-1758703751961 38.2 56
-1758703762929 38.2 57
-1758703773777 38.2 58
-1758703784579 38.2 59
-1758703795171 38.2 60
-1758703805788 38.2 61
-1758703816425 38.2 62
-1758703827013 38.2 63
-1758703837606 38.2 64
-1758703848442 38.2 65
-1758703859286 38.2 66
-1758703870162 38.2 67
-1758703881049 38.2 68
-1758703891895 38.2 69
-1758703902488 38.2 70
-1758703913600 38.2 71
-1758703925925 38.2 72
-1758703937938 38.2 73
-1758703949550 38.2 74
-1758703962320 38.2 75
-1758703975064 38.2 76
-1758703988136 38.2 77
-1758704000908 38.2 78
-1758704013159 38.2 79
-1758704025538 38.2 80
-1758704037462 38.2 81
-1758704049003 38.2 82
-1758704059785 38.2 83
-1758704070793 38.2 84
-1758704081658 38.2 85
-1758704092470 38.2 86
-1758704103482 38.2 87
-1758704114233 38.2 88
-1758704124825 38.2 89
-1758704135447 38.2 90
-1758704146013 38.2 91
-1758704156580 38.2 92
-1758704167155 38.2 93
-1758704177957 38.2 94
-1758704189140 38.2 95
-1758704199999 38.2 96
-1758704210764 38.2 97
-1758704221745 38.2 98
-1758704232735 38.2 99
-1758704243290 38.2 100
-1758704253839 38.2 101
-1758704264359 38.2 102
-1758704274952 38.2 103
-1758704285604 38.2 104
-1758704296363 38.2 105
-1758704307093 38.2 106
-1758704317951 38.2 107
-1758704328940 38.2 108
-1758704339582 38.2 109
-1758704350184 38.2 110
-1758704360739 38.2 111
-1758704371231 38.2 112
-1758704381849 38.2 113
-1758704392571 38.2 114
-1758704403263 38.2 115
-1758704413917 38.2 116
-1758704425009 38.2 117
-1758704435830 38.2 118
-1758704446641 38.2 119
-1758704457479 38.2 120
-1758704468115 38.2 121
-1758704478730 38.2 122
-1758704489317 38.2 123
-1758704499981 38.2 124
-1758704510562 38.2 125
-1758704521232 38.2 126
-1758704532046 38.2 127
-1758704543323 38.2 128
-1758704555814 38.2 129
-1758704568077 38.2 130
-1758704579207 38.2 131
-1758704591021 38.2 132
-1758704603055 38.2 133
-1758704614822 38.2 134
-1758704626696 38.2 135
-1758704638445 38.2 136
-1758704650315 38.2 137
-1758704662496 38.2 138
-1758704674146 38.2 139
-1758704685002 38.2 140
-1758704696214 38.2 141
-1758704707210 38.2 142
-1758704717972 38.2 143
-1758704729042 38.2 144
-1758704739665 38.2 145
-1758704750211 38.2 146
-1758704760784 38.2 147
-1758704771446 38.2 148
-1758704782098 38.2 149
-1758704792753 38.2 150
-1758704803479 38.2 151
-1758704814143 38.2 152
-1758704824876 38.2 153
-1758704835597 38.2 154
-1758704846311 38.2 155
-1758704856971 38.2 156
-1758704867569 38.2 157
-1758704878126 38.2 158
-1758704888673 38.2 159
-1758704899351 38.2 160
-1758704910221 38.2 161
-1758704920880 38.2 162
-1758704931681 38.2 163
-1758704942394 38.2 164
-1758704953020 38.2 165
-1758704963607 38.2 166
-1758704974341 38.2 167
-1758704984939 38.2 168
-1758704995515 38.2 169
-1758705006059 38.2 170
-1758705016670 38.2 171
-1758705027336 38.2 172
-1758705037999 38.2 173
-1758705048660 38.2 174
-1758705059366 38.2 175
-1758705070184 38.2 176
-1758705080813 38.2 177
-1758705091407 38.2 178
-1758705102123 38.2 179
-1758705112849 38.2 180
-1758705123684 38.2 181
-1758705134387 38.2 182
-1758705145000 38.2 183
-1758705155593 38.2 184
-1758705166268 38.2 185
-1758705176946 38.2 186
-1758705187994 38.2 187
-1758705200494 38.2 188
-1758705213418 38.2 189
-1758705227637 38.2 190
-1758705241445 38.2 191
-1758705255500 38.2 192
-1758705268144 38.2 193
-1758705280363 38.2 194
-1758705292774 38.2 195
-1758705305812 38.2 196
-1758705318754 38.2 197
-1758705331042 38.2 198
-1758705342991 38.2 199
-1758705353686 38.2 200
-1758705364419 38.2 201
-1758705375100 38.2 202
-1758705385810 38.2 203
-1758705396648 38.2 204
-1758705407382 38.2 205
-1758705418422 38.2 206
-1758705429144 38.2 207
-1758705439976 38.2 208
-1758705450578 38.2 209
-1758705461267 38.2 210
-1758705472191 38.2 211
-1758705482877 38.2 212
-1758705493551 38.2 213
-1758705504230 38.2 214
-1758705514985 38.2 215
-1758705525816 38.2 216
-1758705536606 38.2 217
-1758705547532 38.2 218
-1758705558284 38.2 219
-1758705569077 38.2 220
-1758705579839 38.2 221
-1758705590668 38.2 222
-1758705601311 38.2 223
-1758705611948 38.2 224
-1758705622619 38.2 225
-1758705633210 38.2 226
-1758705643974 38.2 227
-1758705654599 38.2 228
-1758705665540 38.2 229
-1758705676193 38.2 230
-1758705686911 38.2 231
-1758705697677 38.2 232
-1758705708301 38.2 233
-1758705718904 38.2 234
-1758705729608 38.2 235
-1758705740197 38.2 236
-1758705750819 38.2 237
-1758705761553 38.2 238
-1758705772394 38.2 239
-1758705783146 38.2 240
-1758705793900 38.2 241
-1758705804734 38.2 242
-1758705815430 38.2 243
-1758705826134 38.2 244
-1758705836746 38.2 245
-1758705847421 38.2 246
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/metrics/system/network_receive_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/metrics/system/network_receive_megabytes
deleted file mode 100644
index a505fd4..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/metrics/system/network_receive_megabytes
+++ /dev/null
@@ -1,247 +0,0 @@
-1758703139663 0.0 0
-1758703150461 357.608837 1
-1758703161138 1274.877972 2
-1758703172143 1274.886462 3
-1758703183287 1274.894052 4
-1758703194565 1274.904283 5
-1758703206747 1274.9182680000001 6
-1758703218644 1274.926692 7
-1758703229683 1274.934258 8
-1758703240780 1274.942898 9
-1758703251778 1274.9512320000001 10
-1758703262805 1274.959722 11
-1758703274816 1274.968278 12
-1758703286324 1274.975604 13
-1758703297760 1274.982972 14
-1758703309154 1274.9903160000001 15
-1758703320349 1274.997576 16
-1758703331458 1275.011356 17
-1758703342591 1275.019698 18
-1758703353502 1275.027108 19
-1758703364542 1275.034542 20
-1758703375442 1275.041802 21
-1758703386400 1275.04926 22
-1758703397546 1275.056562 23
-1758703408750 1275.06393 24
-1758703419714 1275.071298 25
-1758703430614 1275.0789300000001 26
-1758703441447 1275.0865800000001 27
-1758703452027 1275.094212 28
-1758703462598 1275.101646 29
-1758703473134 1275.1091040000001 30
-1758703483712 1275.116604 31
-1758703494217 1275.124194 32
-1758703504945 1275.13176 33
-1758703515933 1275.139152 34
-1758703526929 1275.146454 35
-1758703537738 1275.153846 36
-1758703548728 1275.161346 37
-1758703559452 1275.168846 38
-1758703570143 1275.178003 39
-1758703580748 1275.191352 40
-1758703591280 1275.198984 41
-1758703601914 1275.20655 42
-1758703612544 1275.214032 43
-1758703623278 1275.2214000000001 44
-1758703634254 1275.228834 45
-1758703645114 1275.236244 46
-1758703655939 1275.243744 47
-1758703666667 1275.251376 48
-1758703677306 1275.258942 49
-1758703687920 1275.266508 50
-1758703698517 1275.2740740000002 51
-1758703709078 1275.281706 52
-1758703719633 1275.289272 53
-1758703730355 1275.2966880000001 54
-1758703741228 1275.304122 55
-1758703751961 1275.3114480000002 56
-1758703762929 1275.318816 57
-1758703773777 1275.32634 58
-1758703784579 1275.333864 59
-1758703795171 1275.341364 60
-1758703805788 1275.3488220000002 61
-1758703816425 1275.3563880000002 62
-1758703827013 1275.363888 63
-1758703837606 1275.371388 64
-1758703848442 1275.3853900000001 65
-1758703859286 1275.393714 66
-1758703870162 1275.401106 67
-1758703881049 1275.4085400000001 68
-1758703891895 1275.415866 69
-1758703902488 1275.423258 70
-1758703913600 1275.441362 71
-1758703925925 1275.448688 72
-1758703937938 1275.456014 73
-1758703949550 1275.4633820000001 74
-1758703962320 1275.4706840000001 75
-1758703975064 1275.4853540000001 76
-1758703988136 1275.492698 77
-1758704000908 1275.5 78
-1758704013159 1275.507368 79
-1758704025538 1275.514736 80
-1758704037462 1275.529406 81
-1758704049003 1275.536732 82
-1758704059785 1275.544124 83
-1758704070793 1275.5516 84
-1758704081658 1275.559124 85
-1758704092470 1275.566624 86
-1758704103482 1275.5741480000002 87
-1758704114233 1275.58169 88
-1758704124825 1275.589214 89
-1758704135447 1275.59678 90
-1758704146013 1275.6042380000001 91
-1758704156580 1275.61172 92
-1758704167155 1275.619022 93
-1758704177957 1275.626522 94
-1758704189140 1275.63398 95
-1758704199999 1275.641546 96
-1758704210764 1275.6491780000001 97
-1758704221745 1275.6567440000001 98
-1758704232735 1275.664376 99
-1758704243290 1275.678378 100
-1758704253839 1275.686942 101
-1758704264359 1275.694268 102
-1758704274952 1275.7016780000001 103
-1758704285604 1275.70907 104
-1758704296363 1275.71657 105
-1758704307093 1275.7240940000002 106
-1758704317951 1275.731552 107
-1758704328940 1275.739118 108
-1758704339582 1275.746684 109
-1758704350184 1275.7541840000001 110
-1758704360739 1275.7616 111
-1758704371231 1275.7690340000001 112
-1758704381849 1275.776444 113
-1758704392571 1275.783836 114
-1758704403263 1275.791204 115
-1758704413917 1275.798794 116
-1758704425009 1275.8062280000001 117
-1758704435830 1275.813752 118
-1758704446641 1275.8211860000001 119
-1758704457479 1275.828818 120
-1758704468115 1275.836384 121
-1758704478730 1275.843866 122
-1758704489317 1275.85154 123
-1758704499981 1275.8588 124
-1758704510562 1275.867941 125
-1758704521232 1275.880772 126
-1758704532046 1275.888428 127
-1758704543323 1275.9065970000001 128
-1758704555814 1275.9138990000001 129
-1758704568077 1275.921201 130
-1758704579207 1275.928461 131
-1758704591021 1275.935829 132
-1758704603055 1275.943131 133
-1758704614822 1275.950433 134
-1758704626696 1275.957801 135
-1758704638445 1275.972513 136
-1758704650315 1275.979881 137
-1758704662496 1275.9872070000001 138
-1758704674146 1275.994551 139
-1758704685002 1276.001811 140
-1758704696214 1276.009245 141
-1758704707210 1276.016769 142
-1758704717972 1276.0244010000001 143
-1758704729042 1276.032033 144
-1758704739665 1276.039515 145
-1758704750211 1276.047015 146
-1758704760784 1276.054515 147
-1758704771446 1276.062057 148
-1758704782098 1276.069671 149
-1758704792753 1276.084449 150
-1758704803479 1276.091949 151
-1758704814143 1276.099449 152
-1758704824876 1276.106907 153
-1758704835597 1276.114431 154
-1758704846311 1276.121889 155
-1758704856971 1276.129479 156
-1758704867569 1276.137045 157
-1758704878126 1276.1444370000002 158
-1758704888673 1276.1520030000001 159
-1758704899351 1276.159263 160
-1758704910221 1276.166565 161
-1758704920880 1276.173909 162
-1758704931681 1276.181409 163
-1758704942394 1276.188867 164
-1758704953020 1276.1963250000001 165
-1758704963607 1276.203891 166
-1758704974341 1276.2113490000002 167
-1758704984939 1276.2189150000002 168
-1758704995515 1276.226439 169
-1758705006059 1276.234005 170
-1758705016670 1276.241463 171
-1758705027336 1276.2487230000002 172
-1758705037999 1276.2560250000001 173
-1758705048660 1276.263525 174
-1758705059366 1276.2711570000001 175
-1758705070184 1276.280464 176
-1758705080813 1276.293591 177
-1758705091407 1276.301205 178
-1758705102123 1276.308729 179
-1758705112849 1276.3161870000001 180
-1758705123684 1276.323687 181
-1758705134387 1276.331187 182
-1758705145000 1276.3385130000001 183
-1758705155593 1276.345881 184
-1758705166268 1276.3532910000001 185
-1758705176946 1276.360617 186
-1758705187994 1276.367985 187
-1758705200494 1276.386185 188
-1758705213418 1276.393553 189
-1758705227637 1276.400813 190
-1758705241445 1276.415501 191
-1758705255500 1276.422785 192
-1758705268144 1276.430087 193
-1758705280363 1276.444889 194
-1758705292774 1276.4522570000001 195
-1758705305812 1276.459625 196
-1758705318754 1276.466969 197
-1758705331042 1276.474337 198
-1758705342991 1276.4817050000001 199
-1758705353686 1276.489139 200
-1758705364419 1276.503899 201
-1758705375100 1276.511465 202
-1758705385810 1276.519055 203
-1758705396648 1276.526513 204
-1758705407382 1276.534079 205
-1758705418422 1276.541537 206
-1758705429144 1276.549061 207
-1758705439976 1276.556807 208
-1758705450578 1276.564241 209
-1758705461267 1276.5715910000001 210
-1758705472191 1276.578959 211
-1758705482877 1276.586285 212
-1758705493551 1276.593851 213
-1758705504230 1276.6013090000001 214
-1758705514985 1276.608941 215
-1758705525816 1276.6164410000001 216
-1758705536606 1276.623857 217
-1758705547532 1276.631249 218
-1758705558284 1276.638749 219
-1758705569077 1276.6462490000001 220
-1758705579839 1276.653509 221
-1758705590668 1276.667355 222
-1758705601311 1276.6757870000001 223
-1758705611948 1276.683287 224
-1758705622619 1276.690811 225
-1758705633210 1276.698419 226
-1758705643974 1276.705943 227
-1758705654599 1276.7134250000001 228
-1758705665540 1276.720925 229
-1758705676193 1276.728317 230
-1758705686911 1276.735817 231
-1758705697677 1276.743119 232
-1758705708301 1276.750487 233
-1758705718904 1276.757657 234
-1758705729608 1276.765091 235
-1758705740197 1276.772723 236
-1758705750819 1276.780355 237
-1758705761553 1276.787879 238
-1758705772394 1276.795487 239
-1758705783146 1276.8031190000002 240
-1758705793900 1276.810577 241
-1758705804734 1276.8181670000001 242
-1758705815430 1276.825559 243
-1758705826134 1276.8329270000002 244
-1758705836746 1276.8401450000001 245
-1758705847421 1276.847669 246
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/metrics/system/network_transmit_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/metrics/system/network_transmit_megabytes
deleted file mode 100644
index 3675358..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/metrics/system/network_transmit_megabytes
+++ /dev/null
@@ -1,247 +0,0 @@
-1758703139663 0.0 0
-1758703150461 3.306073 1
-1758703161138 11.148264999999999 2
-1758703172143 11.155045999999999 3
-1758703183287 11.160917 4
-1758703194565 11.167884999999998 5
-1758703206747 11.177307999999998 6
-1758703218644 11.183463999999999 7
-1758703229683 11.188187 8
-1758703240780 11.193966 9
-1758703251778 11.200054 10
-1758703262805 11.206273999999999 11
-1758703274816 11.214644999999999 12
-1758703286324 11.219743999999999 13
-1758703297760 11.224843 14
-1758703309154 11.229875999999999 15
-1758703320349 11.234974 16
-1758703331458 11.244385999999999 17
-1758703342591 11.249189 18
-1758703353502 11.254352999999998 19
-1758703364542 11.259385 20
-1758703375442 11.264482999999998 21
-1758703386400 11.269580999999999 22
-1758703397546 11.274612999999999 23
-1758703408750 11.279070999999998 24
-1758703419714 11.285957 25
-1758703430614 11.300635999999999 26
-1758703441447 11.314542999999999 27
-1758703452027 11.328515999999999 28
-1758703462598 11.341206999999999 29
-1758703473134 11.354538 30
-1758703483712 11.367802 31
-1758703494217 11.381317999999998 32
-1758703504945 11.394646999999999 33
-1758703515933 11.400958999999999 34
-1758703526929 11.405990999999998 35
-1758703537738 11.411088999999999 36
-1758703548728 11.422699 37
-1758703559452 11.435965 38
-1758703570143 11.449978999999999 39
-1758703580748 11.475893 40
-1758703591280 11.490568999999999 41
-1758703601914 11.503964999999999 42
-1758703612544 11.518576999999999 43
-1758703623278 11.528329999999999 44
-1758703634254 11.533427999999999 45
-1758703645114 11.538526 46
-1758703655939 11.549496 47
-1758703666667 11.563469 48
-1758703677306 11.577376 49
-1758703687920 11.590708 50
-1758703698517 11.604614999999999 51
-1758703709078 11.618011999999998 52
-1758703719633 11.632624999999999 53
-1758703730355 11.646465 54
-1758703741228 11.655712 55
-1758703751961 11.66081 56
-1758703762929 11.665908 57
-1758703773777 11.676371 58
-1758703784579 11.689703 59
-1758703795171 11.704249999999998 60
-1758703805788 11.717516 61
-1758703816425 11.731421999999998 62
-1758703827013 11.744687999999998 63
-1758703837606 11.758529 64
-1758703848442 11.782618999999999 65
-1758703859286 11.787863 66
-1758703870162 11.793092999999999 67
-1758703881049 11.799404999999998 68
-1758703891895 11.805554999999998 69
-1758703902488 11.812741999999998 70
-1758703913600 11.822735999999999 71
-1758703925925 11.828396 72
-1758703937938 11.833497 73
-1758703949550 11.838023 74
-1758703962320 11.842547999999999 75
-1758703975064 11.851533 76
-1758703988136 11.856568 77
-1758704000908 11.860451999999999 78
-1758704013159 11.864977999999999 79
-1758704025538 11.870078999999999 80
-1758704037462 11.878488999999998 81
-1758704049003 11.883014999999999 82
-1758704059785 11.892838 83
-1758704070793 11.904955999999999 84
-1758704081658 11.917713999999998 85
-1758704092470 11.931555999999999 86
-1758704103482 11.945528999999999 87
-1758704114233 11.95885 88
-1758704124825 11.972757 89
-1758704135447 11.986664 90
-1758704146013 11.998206 91
-1758704156580 12.003435999999999 92
-1758704167155 12.008534 93
-1758704177957 12.017781 94
-1758704189140 12.030603999999999 95
-1758704199999 12.045217 96
-1758704210764 12.058615 97
-1758704221745 12.072522 98
-1758704232735 12.086495 99
-1758704243290 12.113520999999999 100
-1758704253839 12.125848 101
-1758704264359 12.130946 102
-1758704274952 12.136043999999998 103
-1758704285604 12.145290999999999 104
-1758704296363 12.158048999999998 105
-1758704307093 12.171956 106
-1758704317951 12.185796999999999 107
-1758704328940 12.199703999999999 108
-1758704339582 12.213610999999998 109
-1758704350184 12.227452 110
-1758704360739 12.241292999999999 111
-1758704371231 12.252768 112
-1758704381849 12.257866 113
-1758704392571 12.262963999999998 114
-1758704403263 12.272144999999998 115
-1758704413917 12.285542999999999 116
-1758704425009 12.298234999999998 117
-1758704435830 12.312142 118
-1758704446641 12.324834999999998 119
-1758704457479 12.338807999999998 120
-1758704468115 12.352715 121
-1758704478730 12.365979 122
-1758704489317 12.379375 123
-1758704499981 12.385620999999999 124
-1758704510562 12.393144 125
-1758704521232 12.403042999999998 126
-1758704532046 12.410827 127
-1758704543323 12.420983999999999 128
-1758704555814 12.426018 129
-1758704568077 12.430477999999999 130
-1758704579207 12.435004 131
-1758704591021 12.440104 132
-1758704603055 12.444564 133
-1758704614822 12.44909 134
-1758704626696 12.453615999999998 135
-1758704638445 12.462601 136
-1758704650315 12.466550999999999 137
-1758704662496 12.471651999999999 138
-1758704674146 12.476111999999999 139
-1758704685002 12.481147 140
-1758704696214 12.490967999999999 141
-1758704707210 12.504301 142
-1758704717972 12.517698999999999 143
-1758704729042 12.531671999999999 144
-1758704739665 12.545578999999998 145
-1758704750211 12.558337 146
-1758704760784 12.572883999999998 147
-1758704771446 12.586725 148
-1758704782098 12.597252999999998 149
-1758704792753 12.606874999999999 150
-1758704803479 12.61727 151
-1758704814143 12.630028 152
-1758704824876 12.643294 153
-1758704835597 12.657200999999999 154
-1758704846311 12.669958999999999 155
-1758704856971 12.68329 156
-1758704867569 12.697197 157
-1758704878126 12.709888999999999 158
-1758704888673 12.723794 159
-1758704899351 12.728826 160
-1758704910221 12.733858 161
-1758704920880 12.740677 162
-1758704931681 12.752861 163
-1758704942394 12.765619 164
-1758704953020 12.779459999999998 165
-1758704963607 12.792791999999999 166
-1758704974341 12.805549999999998 167
-1758704984939 12.818881999999999 168
-1758704995515 12.832789 169
-1758705006059 12.846120999999998 170
-1758705016670 12.856516999999998 171
-1758705027336 12.861548999999998 172
-1758705037999 12.866580999999998 173
-1758705048660 12.874745999999998 174
-1758705059366 12.888179999999998 175
-1758705070184 12.901751999999998 176
-1758705080813 12.927655 177
-1758705091407 12.940999999999999 178
-1758705102123 12.954906 179
-1758705112849 12.967089999999999 180
-1758705123684 12.979781999999998 181
-1758705134387 12.988389999999999 182
-1758705145000 12.993488 183
-1758705155593 12.998586 184
-1758705166268 13.004897999999999 185
-1758705176946 13.012084 186
-1758705187994 13.019722999999999 187
-1758705200494 13.029361999999999 188
-1758705213418 13.034529 189
-1758705227637 13.039563999999999 190
-1758705241445 13.047972999999999 191
-1758705255500 13.052499 192
-1758705268144 13.057533999999999 193
-1758705280363 13.067226999999999 194
-1758705292774 13.071819 195
-1758705305812 13.076345 196
-1758705318754 13.08138 197
-1758705331042 13.086537 198
-1758705342991 13.091638 199
-1758705353686 13.096870999999998 200
-1758705364419 13.115874 201
-1758705375100 13.129206 202
-1758705385810 13.142603999999999 203
-1758705396648 13.155869999999998 204
-1758705407382 13.168693999999999 205
-1758705418422 13.180878 206
-1758705429144 13.19421 207
-1758705439976 13.207806 208
-1758705450578 13.216987999999999 209
-1758705461267 13.222164 210
-1758705472191 13.227262 211
-1758705482877 13.237017 212
-1758705493551 13.250924 213
-1758705504230 13.26419 214
-1758705514985 13.278163 215
-1758705525816 13.292003999999999 216
-1758705536606 13.304761999999998 217
-1758705547532 13.318028 218
-1758705558284 13.331294 219
-1758705569077 13.344052 220
-1758705579839 13.349658999999999 221
-1758705590668 13.358428 222
-1758705601311 13.370757 223
-1758705611948 13.384597999999999 224
-1758705622619 13.397862 225
-1758705633210 13.412474 226
-1758705643974 13.425806 227
-1758705654599 13.439713 228
-1758705665540 13.452471 229
-1758705676193 13.464588999999998 230
-1758705686911 13.476132999999999 231
-1758705697677 13.481164999999999 232
-1758705708301 13.486329 233
-1758705718904 13.492495 234
-1758705729608 13.505185999999998 235
-1758705740197 13.518009999999999 236
-1758705750819 13.531979999999999 237
-1758705761553 13.545952 238
-1758705772394 13.560564999999999 239
-1758705783146 13.574537999999999 240
-1758705793900 13.587361999999999 241
-1758705804734 13.60076 242
-1758705815430 13.609368 243
-1758705826134 13.614465999999998 244
-1758705836746 13.618924 245
-1758705847421 13.625381999999998 246
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/metrics/system/system_memory_usage_megabytes b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/metrics/system/system_memory_usage_megabytes
deleted file mode 100644
index 20a3205..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/metrics/system/system_memory_usage_megabytes
+++ /dev/null
@@ -1,247 +0,0 @@
-1758703139663 34772.6 0
-1758703150461 36380.9 1
-1758703161138 36374.3 2
-1758703172143 35234.0 3
-1758703183287 35301.7 4
-1758703194565 35293.6 5
-1758703206747 35326.0 6
-1758703218644 35365.6 7
-1758703229683 36209.6 8
-1758703240780 36303.5 9
-1758703251778 36345.7 10
-1758703262805 36363.5 11
-1758703274816 36336.5 12
-1758703286324 36360.0 13
-1758703297760 36356.7 14
-1758703309154 36437.8 15
-1758703320349 36458.6 16
-1758703331458 36445.2 17
-1758703342591 36416.7 18
-1758703353502 36489.0 19
-1758703364542 36552.5 20
-1758703375442 36595.5 21
-1758703386400 36532.3 22
-1758703397546 36531.1 23
-1758703408750 36531.2 24
-1758703419714 37180.3 25
-1758703430614 37245.1 26
-1758703441447 37514.5 27
-1758703452027 37492.0 28
-1758703462598 37490.4 29
-1758703473134 37541.2 30
-1758703483712 37557.8 31
-1758703494217 38128.5 32
-1758703504945 37903.7 33
-1758703515933 38048.0 34
-1758703526929 38149.0 35
-1758703537738 37339.5 36
-1758703548728 37481.1 37
-1758703559452 37512.4 38
-1758703570143 37504.8 39
-1758703580748 37546.9 40
-1758703591280 37546.9 41
-1758703601914 37574.0 42
-1758703612544 37621.3 43
-1758703623278 37407.7 44
-1758703634254 37479.6 45
-1758703645114 37502.6 46
-1758703655939 37393.2 47
-1758703666667 37454.6 48
-1758703677306 37485.3 49
-1758703687920 37454.4 50
-1758703698517 37502.7 51
-1758703709078 37495.3 52
-1758703719633 37554.9 53
-1758703730355 37278.8 54
-1758703741228 37516.3 55
-1758703751961 37494.0 56
-1758703762929 37078.2 57
-1758703773777 37176.5 58
-1758703784579 37176.0 59
-1758703795171 37204.6 60
-1758703805788 37239.0 61
-1758703816425 37258.1 62
-1758703827013 37313.2 63
-1758703837606 37213.8 64
-1758703848442 37110.9 65
-1758703859286 37278.8 66
-1758703870162 37322.6 67
-1758703881049 40169.9 68
-1758703891895 40207.3 69
-1758703902488 40216.5 70
-1758703913600 41474.7 71
-1758703925925 40306.8 72
-1758703937938 40354.6 73
-1758703949550 40580.9 74
-1758703962320 40887.9 75
-1758703975064 40879.0 76
-1758703988136 40883.2 77
-1758704000908 40887.2 78
-1758704013159 40897.3 79
-1758704025538 40943.3 80
-1758704037462 41208.0 81
-1758704049003 41230.7 82
-1758704059785 41836.2 83
-1758704070793 41900.9 84
-1758704081658 41891.9 85
-1758704092470 41900.8 86
-1758704103482 41964.5 87
-1758704114233 41916.9 88
-1758704124825 41908.4 89
-1758704135447 41878.8 90
-1758704146013 42022.2 91
-1758704156580 41872.6 92
-1758704167155 41490.6 93
-1758704177957 42010.7 94
-1758704189140 42013.5 95
-1758704199999 42062.6 96
-1758704210764 42060.8 97
-1758704221745 42034.9 98
-1758704232735 42081.5 99
-1758704243290 42131.6 100
-1758704253839 41837.4 101
-1758704264359 41879.8 102
-1758704274952 41905.9 103
-1758704285604 41716.2 104
-1758704296363 41835.8 105
-1758704307093 41925.9 106
-1758704317951 41965.4 107
-1758704328940 41979.8 108
-1758704339582 41993.0 109
-1758704350184 42109.9 110
-1758704360739 42100.3 111
-1758704371231 42067.0 112
-1758704381849 42133.5 113
-1758704392571 42167.5 114
-1758704403263 41816.3 115
-1758704413917 41875.5 116
-1758704425009 41976.6 117
-1758704435830 41505.3 118
-1758704446641 41476.8 119
-1758704457479 41485.9 120
-1758704468115 41622.2 121
-1758704478730 41642.1 122
-1758704489317 41657.1 123
-1758704499981 41738.4 124
-1758704510562 41834.0 125
-1758704521232 44141.0 126
-1758704532046 44210.0 127
-1758704543323 45455.8 128
-1758704555814 45380.6 129
-1758704568077 45437.1 130
-1758704579207 45682.9 131
-1758704591021 46349.9 132
-1758704603055 46400.5 133
-1758704614822 46409.6 134
-1758704626696 46429.9 135
-1758704638445 46498.4 136
-1758704650315 46558.8 137
-1758704662496 46566.7 138
-1758704674146 46633.9 139
-1758704685002 46968.1 140
-1758704696214 47630.0 141
-1758704707210 47758.9 142
-1758704717972 47777.6 143
-1758704729042 47781.0 144
-1758704739665 47921.7 145
-1758704750211 47951.4 146
-1758704760784 47928.8 147
-1758704771446 47331.8 148
-1758704782098 47805.6 149
-1758704792753 47884.9 150
-1758704803479 47568.7 151
-1758704814143 48117.2 152
-1758704824876 48145.0 153
-1758704835597 48236.7 154
-1758704846311 48251.3 155
-1758704856971 48272.8 156
-1758704867569 48289.2 157
-1758704878126 48254.9 158
-1758704888673 47553.2 159
-1758704899351 48082.5 160
-1758704910221 48198.9 161
-1758704920880 47302.2 162
-1758704931681 47853.7 163
-1758704942394 48047.1 164
-1758704953020 48104.0 165
-1758704963607 48130.1 166
-1758704974341 48160.0 167
-1758704984939 48269.9 168
-1758704995515 48264.8 169
-1758705006059 47352.2 170
-1758705016670 48045.3 171
-1758705027336 48311.9 172
-1758705037999 47344.3 173
-1758705048660 47907.1 174
-1758705059366 48156.0 175
-1758705070184 48266.5 176
-1758705080813 48222.4 177
-1758705091407 48239.5 178
-1758705102123 48120.6 179
-1758705112849 48142.0 180
-1758705123684 48134.2 181
-1758705134387 47628.9 182
-1758705145000 48099.6 183
-1758705155593 48113.7 184
-1758705166268 48698.1 185
-1758705176946 48760.5 186
-1758705187994 50000.2 187
-1758705200494 50112.6 188
-1758705213418 50076.3 189
-1758705227637 50069.5 190
-1758705241445 50683.7 191
-1758705255500 51138.5 192
-1758705268144 51168.9 193
-1758705280363 51089.1 194
-1758705292774 51181.8 195
-1758705305812 51194.6 196
-1758705318754 51264.1 197
-1758705331042 51302.1 198
-1758705342991 51339.6 199
-1758705353686 52127.3 200
-1758705364419 52612.2 201
-1758705375100 53053.7 202
-1758705385810 53176.8 203
-1758705396648 53179.2 204
-1758705407382 53234.1 205
-1758705418422 53228.1 206
-1758705429144 53162.9 207
-1758705439976 53114.4 208
-1758705450578 52458.4 209
-1758705461267 53136.6 210
-1758705472191 53504.5 211
-1758705482877 52646.6 212
-1758705493551 53194.1 213
-1758705504230 53422.6 214
-1758705514985 53575.8 215
-1758705525816 53610.0 216
-1758705536606 53631.1 217
-1758705547532 53669.2 218
-1758705558284 53748.5 219
-1758705569077 52765.9 220
-1758705579839 53337.0 221
-1758705590668 53662.5 222
-1758705601311 52820.8 223
-1758705611948 53177.0 224
-1758705622619 53557.3 225
-1758705633210 53569.9 226
-1758705643974 53498.7 227
-1758705654599 53522.5 228
-1758705665540 53550.5 229
-1758705676193 53522.6 230
-1758705686911 52438.3 231
-1758705697677 53052.7 232
-1758705708301 53402.9 233
-1758705718904 52151.0 234
-1758705729608 52845.8 235
-1758705740197 53237.3 236
-1758705750819 53379.4 237
-1758705761553 53433.6 238
-1758705772394 53473.6 239
-1758705783146 53488.6 240
-1758705793900 53610.6 241
-1758705804734 52482.7 242
-1758705815430 52986.5 243
-1758705826134 53497.0 244
-1758705836746 56495.3 245
-1758705847421 53013.5 246
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/metrics/system/system_memory_usage_percentage b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/metrics/system/system_memory_usage_percentage
deleted file mode 100644
index 84bdd71..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/metrics/system/system_memory_usage_percentage
+++ /dev/null
@@ -1,247 +0,0 @@
-1758703139663 2.6 0
-1758703150461 2.7 1
-1758703161138 2.7 2
-1758703172143 2.6 3
-1758703183287 2.6 4
-1758703194565 2.6 5
-1758703206747 2.6 6
-1758703218644 2.6 7
-1758703229683 2.7 8
-1758703240780 2.7 9
-1758703251778 2.7 10
-1758703262805 2.7 11
-1758703274816 2.7 12
-1758703286324 2.7 13
-1758703297760 2.7 14
-1758703309154 2.7 15
-1758703320349 2.7 16
-1758703331458 2.7 17
-1758703342591 2.7 18
-1758703353502 2.7 19
-1758703364542 2.7 20
-1758703375442 2.7 21
-1758703386400 2.7 22
-1758703397546 2.7 23
-1758703408750 2.7 24
-1758703419714 2.7 25
-1758703430614 2.8 26
-1758703441447 2.8 27
-1758703452027 2.8 28
-1758703462598 2.8 29
-1758703473134 2.8 30
-1758703483712 2.8 31
-1758703494217 2.8 32
-1758703504945 2.8 33
-1758703515933 2.8 34
-1758703526929 2.8 35
-1758703537738 2.8 36
-1758703548728 2.8 37
-1758703559452 2.8 38
-1758703570143 2.8 39
-1758703580748 2.8 40
-1758703591280 2.8 41
-1758703601914 2.8 42
-1758703612544 2.8 43
-1758703623278 2.8 44
-1758703634254 2.8 45
-1758703645114 2.8 46
-1758703655939 2.8 47
-1758703666667 2.8 48
-1758703677306 2.8 49
-1758703687920 2.8 50
-1758703698517 2.8 51
-1758703709078 2.8 52
-1758703719633 2.8 53
-1758703730355 2.8 54
-1758703741228 2.8 55
-1758703751961 2.8 56
-1758703762929 2.7 57
-1758703773777 2.7 58
-1758703784579 2.7 59
-1758703795171 2.8 60
-1758703805788 2.8 61
-1758703816425 2.8 62
-1758703827013 2.8 63
-1758703837606 2.8 64
-1758703848442 2.7 65
-1758703859286 2.8 66
-1758703870162 2.8 67
-1758703881049 3.0 68
-1758703891895 3.0 69
-1758703902488 3.0 70
-1758703913600 3.1 71
-1758703925925 3.0 72
-1758703937938 3.0 73
-1758703949550 3.0 74
-1758703962320 3.0 75
-1758703975064 3.0 76
-1758703988136 3.0 77
-1758704000908 3.0 78
-1758704013159 3.0 79
-1758704025538 3.0 80
-1758704037462 3.0 81
-1758704049003 3.0 82
-1758704059785 3.1 83
-1758704070793 3.1 84
-1758704081658 3.1 85
-1758704092470 3.1 86
-1758704103482 3.1 87
-1758704114233 3.1 88
-1758704124825 3.1 89
-1758704135447 3.1 90
-1758704146013 3.1 91
-1758704156580 3.1 92
-1758704167155 3.1 93
-1758704177957 3.1 94
-1758704189140 3.1 95
-1758704199999 3.1 96
-1758704210764 3.1 97
-1758704221745 3.1 98
-1758704232735 3.1 99
-1758704243290 3.1 100
-1758704253839 3.1 101
-1758704264359 3.1 102
-1758704274952 3.1 103
-1758704285604 3.1 104
-1758704296363 3.1 105
-1758704307093 3.1 106
-1758704317951 3.1 107
-1758704328940 3.1 108
-1758704339582 3.1 109
-1758704350184 3.1 110
-1758704360739 3.1 111
-1758704371231 3.1 112
-1758704381849 3.1 113
-1758704392571 3.1 114
-1758704403263 3.1 115
-1758704413917 3.1 116
-1758704425009 3.1 117
-1758704435830 3.1 118
-1758704446641 3.1 119
-1758704457479 3.1 120
-1758704468115 3.1 121
-1758704478730 3.1 122
-1758704489317 3.1 123
-1758704499981 3.1 124
-1758704510562 3.1 125
-1758704521232 3.3 126
-1758704532046 3.3 127
-1758704543323 3.4 128
-1758704555814 3.4 129
-1758704568077 3.4 130
-1758704579207 3.4 131
-1758704591021 3.4 132
-1758704603055 3.4 133
-1758704614822 3.4 134
-1758704626696 3.4 135
-1758704638445 3.4 136
-1758704650315 3.4 137
-1758704662496 3.4 138
-1758704674146 3.4 139
-1758704685002 3.5 140
-1758704696214 3.5 141
-1758704707210 3.5 142
-1758704717972 3.5 143
-1758704729042 3.5 144
-1758704739665 3.5 145
-1758704750211 3.5 146
-1758704760784 3.5 147
-1758704771446 3.5 148
-1758704782098 3.5 149
-1758704792753 3.5 150
-1758704803479 3.5 151
-1758704814143 3.6 152
-1758704824876 3.6 153
-1758704835597 3.6 154
-1758704846311 3.6 155
-1758704856971 3.6 156
-1758704867569 3.6 157
-1758704878126 3.6 158
-1758704888673 3.5 159
-1758704899351 3.6 160
-1758704910221 3.6 161
-1758704920880 3.5 162
-1758704931681 3.5 163
-1758704942394 3.6 164
-1758704953020 3.6 165
-1758704963607 3.6 166
-1758704974341 3.6 167
-1758704984939 3.6 168
-1758704995515 3.6 169
-1758705006059 3.5 170
-1758705016670 3.6 171
-1758705027336 3.6 172
-1758705037999 3.5 173
-1758705048660 3.5 174
-1758705059366 3.6 175
-1758705070184 3.6 176
-1758705080813 3.6 177
-1758705091407 3.6 178
-1758705102123 3.6 179
-1758705112849 3.6 180
-1758705123684 3.6 181
-1758705134387 3.5 182
-1758705145000 3.6 183
-1758705155593 3.6 184
-1758705166268 3.6 185
-1758705176946 3.6 186
-1758705187994 3.7 187
-1758705200494 3.7 188
-1758705213418 3.7 189
-1758705227637 3.7 190
-1758705241445 3.7 191
-1758705255500 3.8 192
-1758705268144 3.8 193
-1758705280363 3.8 194
-1758705292774 3.8 195
-1758705305812 3.8 196
-1758705318754 3.8 197
-1758705331042 3.8 198
-1758705342991 3.8 199
-1758705353686 3.9 200
-1758705364419 3.9 201
-1758705375100 3.9 202
-1758705385810 3.9 203
-1758705396648 3.9 204
-1758705407382 3.9 205
-1758705418422 3.9 206
-1758705429144 3.9 207
-1758705439976 3.9 208
-1758705450578 3.9 209
-1758705461267 3.9 210
-1758705472191 4.0 211
-1758705482877 3.9 212
-1758705493551 3.9 213
-1758705504230 3.9 214
-1758705514985 4.0 215
-1758705525816 4.0 216
-1758705536606 4.0 217
-1758705547532 4.0 218
-1758705558284 4.0 219
-1758705569077 3.9 220
-1758705579839 3.9 221
-1758705590668 4.0 222
-1758705601311 3.9 223
-1758705611948 3.9 224
-1758705622619 4.0 225
-1758705633210 4.0 226
-1758705643974 4.0 227
-1758705654599 4.0 228
-1758705665540 4.0 229
-1758705676193 4.0 230
-1758705686911 3.9 231
-1758705697677 3.9 232
-1758705708301 3.9 233
-1758705718904 3.9 234
-1758705729608 3.9 235
-1758705740197 3.9 236
-1758705750819 3.9 237
-1758705761553 3.9 238
-1758705772394 4.0 239
-1758705783146 4.0 240
-1758705793900 4.0 241
-1758705804734 3.9 242
-1758705815430 3.9 243
-1758705826134 4.0 244
-1758705836746 4.2 245
-1758705847421 3.9 246
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/params/lr b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/params/lr
deleted file mode 100644
index a74b51f..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/params/lr
+++ /dev/null
@@ -1 +0,0 @@
-4.7586039493209614e-05
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/params/optimizer_hparams b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/params/optimizer_hparams
deleted file mode 100644
index 18c8451..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/params/optimizer_hparams
+++ /dev/null
@@ -1 +0,0 @@
-{'weight_decay': 0.29954834114703094}
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/backbone b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/backbone
deleted file mode 100644
index 8edd028..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/backbone
+++ /dev/null
@@ -1 +0,0 @@
-prithvi_eo_v2_300
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/decoder b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/decoder
deleted file mode 100644
index a07cbfa..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/decoder
+++ /dev/null
@@ -1 +0,0 @@
-UNetDecoder
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/early_stop_patience b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/early_stop_patience
deleted file mode 100644
index f599e28..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/early_stop_patience
+++ /dev/null
@@ -1 +0,0 @@
-10
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/mlflow.parentRunId b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/mlflow.parentRunId
deleted file mode 100644
index db727bd..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/mlflow.parentRunId
+++ /dev/null
@@ -1 +0,0 @@
-0fa9e4f1f90a4e6bb548f5090331a634
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/mlflow.runName b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/mlflow.runName
deleted file mode 100644
index 14f4d1b..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/mlflow.runName
+++ /dev/null
@@ -1 +0,0 @@
-geotune-qokd9fqyuhxbgyyiuurpxu
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/mlflow.source.name b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/mlflow.source.name
deleted file mode 100644
index 0e63812..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/mlflow.source.name
+++ /dev/null
@@ -1 +0,0 @@
-/opt/miniforge/bin/terratorch
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/mlflow.source.type b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/mlflow.source.type
deleted file mode 100644
index 4a62035..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/mlflow.source.type
+++ /dev/null
@@ -1 +0,0 @@
-LOCAL
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/mlflow.user b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/mlflow.user
deleted file mode 100644
index 146423e..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/mlflow.user
+++ /dev/null
@@ -1 +0,0 @@
-1001810000
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/n_trials b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/n_trials
deleted file mode 100644
index b8626c4..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/n_trials
+++ /dev/null
@@ -1 +0,0 @@
-4
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/partition_name b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/partition_name
deleted file mode 100644
index 4ad96d5..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/partition_name
+++ /dev/null
@@ -1 +0,0 @@
-default
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/task b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/task
deleted file mode 100644
index ea2a349..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/c0ce679ccfb94003a071e8473897fea2/tags/task
+++ /dev/null
@@ -1 +0,0 @@
-segmentation
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/meta.yaml b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/meta.yaml
deleted file mode 100644
index f2ca095..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258/meta.yaml
+++ /dev/null
@@ -1,10 +0,0 @@
-# © Copyright IBM Corporation 2025
-# SPDX-License-Identifier: Apache-2.0
-
-
-artifact_location: /geotunes/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/201622622176987258
-creation_time: 1758703122737
-experiment_id: '201622622176987258'
-last_update_time: 1758703122737
-lifecycle_stage: active
-name: geotune-qokd9fqyuhxbgyyiuurpxu
diff --git a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/geotune-qokd9fqyuhxbgyyiuurpxu_config.yaml b/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/geotune-qokd9fqyuhxbgyyiuurpxu_config.yaml
deleted file mode 100644
index 8ee09b2..0000000
--- a/examples/sample_files/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/geotune-qokd9fqyuhxbgyyiuurpxu_config.yaml
+++ /dev/null
@@ -1,140 +0,0 @@
-# © Copyright IBM Corporation 2025
-# SPDX-License-Identifier: Apache-2.0
-
-
-defaults:
-  terratorch_task:
-    model_args:
-      backbone: prithvi_eo_v2_300
-      backbone_pretrained: true
-    model_factory: EncoderDecoderFactory
-    optimizer: AdamW
-  trainer_args:
-    accelerator: gpu
-    log_every_n_steps: 1
-    logger:
-      class_path: lightning.pytorch.loggers.mlflow.MLFlowLogger
-      init_args:
-        experiment_name: geotune-qokd9fqyuhxbgyyiuurpxu
-        run_name: prithvi-eo2-burnscars
-        save_dir: /geotunes/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/mlflow
-        tracking_uri: https://geofm-mlflow-geospatial.apps.fmaas-devstage-backend.fmaas.res.ibm.com/
-    max_epochs: 4
-experiment_name: geotune-qokd9fqyuhxbgyyiuurpxu
-n_trials: 4
-optimization_space:
-  lr:
-    log: true
-    max: 1e-3
-    min: 1e-6
-    type: real
-  optimizer_hparams:
-    weight_decay:
-      max: 0.4
-      min: 0
-      type: real
-run_repetitions: 1
-save_models: false
-storage_uri: /geotunes/tune-tasks/geotune-qokd9fqyuhxbgyyiuurpxu/
-tasks:
-- datamodule:
-    class_path: terratorch.datamodules.GenericNonGeoSegmentationDataModule
-    init_args:
-      batch_size: 4
-      constant_scale: 1.0
-      dataset_bands:
-      - 0
-      - 1
-      - 2
-      - 3
-      - 4
-      - 5
-      img_grep: '*_merged.tif'
-      label_grep: '*.mask.tif'
-      means:
-      - 0.052501344674454685
-      - 0.07818710276892571
-      - 0.09527748749364956
-      - 0.21442636938609524
-      - 0.23594506038412516
-      - 0.1707575734110789
-      no_data_replace: 0
-      no_label_replace: -1
-      num_classes: 3
-      num_workers: 2
-      output_bands:
-      - 0
-      - 1
-      - 2
-      - 3
-      - 4
-      - 5
-      rgb_indices:
-      - 0
-      - 1
-      - 2
-      stds:
-      - 0.02980933467336373
-      - 0.03671671799312583
-      - 0.054445047276513434
-      - 0.06953507438690602
-      - 0.09133826565407105
-      - 0.08313280812483531
-      test_data_root: /data/geodata-r8sa4rfthfs9pnqaxxdvra/training_data/HLS_L30/
-      test_label_data_root: /data/geodata-r8sa4rfthfs9pnqaxxdvra/labels/
-      test_split: /data/geodata-r8sa4rfthfs9pnqaxxdvra/split_files/test_data.txt
-      test_transform:
-      - class_path: ToTensorV2
-      train_data_root: /data/geodata-r8sa4rfthfs9pnqaxxdvra/training_data/HLS_L30/
-      train_label_data_root: /data/geodata-r8sa4rfthfs9pnqaxxdvra/labels/
-      train_split: /data/geodata-r8sa4rfthfs9pnqaxxdvra/split_files/train_data.txt
-      val_data_root: /data/geodata-r8sa4rfthfs9pnqaxxdvra/training_data/HLS_L30/
-      val_label_data_root: /data/geodata-r8sa4rfthfs9pnqaxxdvra/labels/
-      val_split: /data/geodata-r8sa4rfthfs9pnqaxxdvra/split_files/val_data.txt
-  direction: max
-  early_prune: false
-  early_stop_patience: 10
-  metric: val/loss
-  name: geotune-qokd9fqyuhxbgyyiuurpxu
-  terratorch_task:
-    freeze_backbone: false
-    freeze_decoder: false
-    ignore_index: -1
-    loss: ce
-    model_args:
-      backbone: prithvi_eo_v2_300
-      backbone_bands:
-      - 0
-      - 1
-      - 2
-      - 3
-      - 4
-      - 5
-      backbone_drop_path: 0.1
-      backbone_pretrained: true
-      decoder: UNetDecoder
-      decoder_channels:
-      - 512
-      - 256
-      - 128
-      - 64
-      head_dropout: 0.1
-      necks:
-      - name: SelectIndices
-        indices:
-        - 5
-        - 11
-        - 17
-        - 23
-      - name: ReshapeTokensToImage
-      - name: LearnedInterpolateToPyramidal
-      num_classes: 3
-    model_factory: EncoderDecoderFactory
-    plot_on_val: 2
-    tiled_inference_parameters:
-      average_patches: false
-      h_crop: 224
-      h_stride: 196
-      w_crop: 224
-      w_stride: 196
-  type: segmentation
diff --git a/geospatial-studio-sdk/docs/openapi.json b/geospatial-studio-sdk/docs/openapi.json
index f4cf9b4..23f4674 100644
--- a/geospatial-studio-sdk/docs/openapi.json
+++ b/geospatial-studio-sdk/docs/openapi.json
@@ -1 +1 @@
-{"openapi":"3.1.0","info":{"title":"fm.geospatial inference APIs","summary":"Geospatial Studio Inference Gateway APIs.","version":"2.0.0"},"paths":{"/v2/auth/api-keys":{"get":{"tags":["Studio / Authentication"],"summary":"List Apikeys","description":"Gets an existing api-key or creates a new one if no API-Key exists.","operationId":"list_apikeys_v2_auth_api_keys_get","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/APIKeyListResponse"}}}}}},"post":{"tags":["Studio / Authentication"],"summary":"Generate Apikey Token","description":"Generate API key token.","operationId":"generate_apikey_token_v2_auth_api_keys_post","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/APIKeyResponseSchema"}}}}}},"patch":{"tags":["Studio / Authentication"],"summary":"Apikey Activation","description":"Activate and deactivate an API Key.","operationId":"apikey_activation_v2_auth_api_keys_patch","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"apikey_id","in":"query","required":true,"schema":{"type":"string","format":"uuid","title":"Apikey Id"}}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"$ref":"#/components/schemas/APIKeyUpdateSchema"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/APIKeyResponseSchema"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}},"delete":{"tags":["Studio / Authentication"],"summary":"Delete Apikey","description":"Delete an API Key.","operationId":"delete_apikey_v2_auth_api_keys_delete","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"apikey_id","in":"query","required":true,"schema":{"type":"string","format":"uuid","title":"Apikey Id"}}],"responses":{"204":{"description":"Successful Response"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/models":{"post":{"tags":["Inference / Models"],"summary":"Create Model","operationId":"create_model_v2_models_post","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ModelCreateInput"}}}},"responses":{"201":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ModelGetResponse"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}},"get":{"tags":["Inference / Models"],"summary":"List Models","operationId":"list_models_v2_models_get","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"internal_name","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Filter by the internal name of the model.","title":"Internal Name"},"description":"Filter by the internal name of the model."},{"name":"limit","in":"query","required":false,"schema":{"anyOf":[{"type":"integer"},{"type":"null"}],"description":"The maximum number of items to retrieve.","default":25,"title":"Limit"},"description":"The maximum number of items to retrieve."},{"name":"skip","in":"query","required":false,"schema":{"anyOf":[{"type":"integer"},{"type":"null"}],"description":"The number of items to skip.","default":0,"title":"Skip"},"description":"The number of items to skip."}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ModelListResponse"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/models/{model_id}/deploy":{"post":{"tags":["Inference / Models"],"summary":"Deploy Permanent Model","operationId":"deploy_permanent_model_v2_models__model_id__deploy_post","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"model_id","in":"path","required":true,"schema":{"type":"string","format":"uuid","title":"Model Id"}}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ModelOnboardingInputSchema"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/models/{model_id}":{"patch":{"tags":["Inference / Models"],"summary":"Update Model","operationId":"update_model_v2_models__model_id__patch","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"model_id","in":"path","required":true,"schema":{"type":"string","format":"uuid","title":"Model Id"}}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"$ref":"#/components/schemas/ModelUpdateInput"}}}},"responses":{"201":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ModelGetResponse"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}},"get":{"tags":["Inference / Models"],"summary":"Get Model","operationId":"get_model_v2_models__model_id__get","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"model_id","in":"path","required":true,"schema":{"type":"string","format":"uuid","title":"Model Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ModelGetResponse"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}},"delete":{"tags":["Inference / Models"],"summary":"Delete Model","operationId":"delete_model_v2_models__model_id__delete","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"model_id","in":"path","required":true,"schema":{"type":"string","format":"uuid","title":"Model Id"}}],"responses":{"204":{"description":"Successful Response"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/inference/dry-run":{"post":{"tags":["Inference / Inference"],"summary":"Dry Run Inference","operationId":"dry_run_inference_v2_inference_dry_run_post","requestBody":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/InferenceCreateInput"}}},"required":true},"responses":{"201":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/V2PipelineCreate"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}},"security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}]}},"/v2/inference":{"post":{"tags":["Inference / Inference"],"summary":"Create Inference","operationId":"create_inference_v2_inference_post","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"$ref":"#/components/schemas/InferenceCreateInput"}}}},"responses":{"201":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/InferenceGetResponse"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}},"get":{"tags":["Inference / Inference"],"summary":"List Inferences","operationId":"list_inferences_v2_inference_get","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"model_id","in":"query","required":false,"schema":{"anyOf":[{"type":"string","format":"uuid"},{"type":"null"}],"description":"Inference model option.","title":"Model Id"},"description":"Inference model option."},{"name":"tune_id","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Tune id option.","title":"Tune Id"},"description":"Tune id option."},{"name":"created_by","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Email of user who created inference","title":"Created By"},"description":"Email of user who created inference"},{"name":"location","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Location where the insference use ","title":"Location"},"description":"Location where the insference use "},{"name":"saved","in":"query","required":false,"schema":{"anyOf":[{"type":"boolean"},{"type":"null"}],"description":"Filter pre-computed demo examples","title":"Saved"},"description":"Filter pre-computed demo examples"},{"name":"limit","in":"query","required":false,"schema":{"anyOf":[{"type":"integer"},{"type":"null"}],"description":"The maximum number of items to retrieve.","default":25,"title":"Limit"},"description":"The maximum number of items to retrieve."},{"name":"skip","in":"query","required":false,"schema":{"anyOf":[{"type":"integer"},{"type":"null"}],"description":"The number of items to skip.","default":0,"title":"Skip"},"description":"The number of items to skip."}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/InferenceListResponse"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/data-advice/{data_connector}":{"post":{"tags":["Inference / Inference"],"summary":"Check Data Availability","description":"Query data-advisor service to check data availability before running an inference.","operationId":"check_data_availability_v2_data_advice__data_connector__post","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"data_connector","in":"path","required":true,"schema":{"type":"string","title":"Data Connector"}}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"$ref":"#/components/schemas/DataAdvisorRequestSchema"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}},"get":{"tags":["Inference / Inference"],"summary":"List Data Source Collections","description":"Query data-advisor service to list the collections available for a specific data source.","operationId":"list_data_source_collections_v2_data_advice__data_connector__get","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"data_connector","in":"path","required":true,"schema":{"type":"string","title":"Data Connector"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/inference/{inference_id}":{"get":{"tags":["Inference / Inference"],"summary":"Retrieve Inference","operationId":"retrieve_inference_v2_inference__inference_id__get","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"inference_id","in":"path","required":true,"schema":{"type":"string","format":"uuid","title":"Inference Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/InferenceGetResponse"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}},"delete":{"tags":["Inference / Inference"],"summary":"Delete Inference","operationId":"delete_inference_v2_inference__inference_id__delete","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"inference_id","in":"path","required":true,"schema":{"type":"string","format":"uuid","title":"Inference Id"}}],"responses":{"204":{"description":"Successful Response"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/inference/{inference_id}/tasks":{"get":{"tags":["Inference / Inference"],"summary":"Get Inference Tasks","operationId":"get_inference_tasks_v2_inference__inference_id__tasks_get","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"inference_id","in":"path","required":true,"schema":{"type":"string","format":"uuid","title":"Inference Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/InferenceTasksListResponse"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/inference/{inference_id}/cancel":{"post":{"tags":["Inference / Inference"],"summary":"Cancel Inference","operationId":"cancel_inference_v2_inference__inference_id__cancel_post","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"inference_id","in":"path","required":true,"schema":{"type":"string","format":"uuid","title":"Inference Id"}}],"responses":{"202":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/tasks/{task_id}/output":{"get":{"tags":["Inference / Inference"],"summary":"Get Tasks Output Url","operationId":"get_tasks_output_url_v2_tasks__task_id__output_get","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"task_id","in":"path","required":true,"schema":{"type":"string","title":"Task Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/tasks/{task_id}/logs/{step_id}":{"get":{"tags":["Inference / Inference"],"summary":"Get Task Step Logs","operationId":"get_task_step_logs_v2_tasks__task_id__logs__step_id__get","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"task_id","in":"path","required":true,"schema":{"type":"string","title":"Task Id"}},{"name":"step_id","in":"path","required":true,"schema":{"type":"string","title":"Step Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/data-sources":{"get":{"tags":["Inference / Data Sources"],"summary":"List Data Sources","operationId":"list_data_sources_v2_data_sources_get","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"connector","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Filter by data connector type.","title":"Connector"},"description":"Filter by data connector type."},{"name":"collection","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Filter by collection.","title":"Collection"},"description":"Filter by collection."},{"name":"limit","in":"query","required":false,"schema":{"anyOf":[{"type":"integer"},{"type":"null"}],"description":"The maximum number of items to retrieve.","default":25,"title":"Limit"},"description":"The maximum number of items to retrieve."},{"name":"skip","in":"query","required":false,"schema":{"anyOf":[{"type":"integer"},{"type":"null"}],"description":"The number of items to skip.","default":0,"title":"Skip"},"description":"The number of items to skip."}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/DataSourceListResponse"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/notifications/{event_id}":{"get":{"tags":["Studio / Notifications"],"summary":"List Webhooks","operationId":"list_webhooks_v2_notifications__event_id__get","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"event_id","in":"path","required":true,"schema":{"type":"string","format":"uuid","title":"Event Id"}},{"name":"source","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"The service that generated the webhook event.","title":"Source"},"description":"The service that generated the webhook event."},{"name":"limit","in":"query","required":false,"schema":{"anyOf":[{"type":"integer"},{"type":"null"}],"description":"The maximum number of items to retrieve.","default":25,"title":"Limit"},"description":"The maximum number of items to retrieve."},{"name":"skip","in":"query","required":false,"schema":{"anyOf":[{"type":"integer"},{"type":"null"}],"description":"The number of items to skip.","default":0,"title":"Skip"},"description":"The number of items to skip."}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/NotificationListResponse"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/notifications":{"post":{"tags":["Studio / Notifications"],"summary":"Receive Webhook","operationId":"receive_webhook_v2_notifications_post","requestBody":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/NotificationCreate"}}},"required":true},"responses":{"201":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/NotificationGetResponse"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}},"security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}]}},"/v2/file-share":{"get":{"tags":["Studio / Files"],"summary":"Get Fileshare Presigned Urls","description":"Generate presigned urls for sharing files i.e uploading and downloading files.","operationId":"get_fileshare_presigned_urls_v2_file_share_get","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"object_name","in":"query","required":true,"schema":{"type":"string","minLength":6,"maxLength":60,"pattern":"^[a-zA-Z0-9-_]+.[a-z]+$","description":"Object name/id of the uploaded file","title":"Object Name"},"description":"Object name/id of the uploaded file"}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/FilesShareOut"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/tunes-and-models":{"get":{"tags":["FineTuning / Tunes"],"summary":"List Tunes And Models","description":"Endpoint to list fine tuning jobs","operationId":"list_tunes_and_models_v2_tunes_and_models_get","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"type","in":"query","required":false,"schema":{"enum":["Tune","Model"],"type":"string","description":"Filter by Tune or Model.","title":"Type"},"description":"Filter by Tune or Model."},{"name":"shared","in":"query","required":false,"schema":{"anyOf":[{"type":"boolean"},{"type":"null"}],"description":"Filter by shared tunes/models.","title":"Shared"},"description":"Filter by shared tunes/models."},{"name":"name","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Filter by the name of the tune/model.","title":"Name"},"description":"Filter by the name of the tune/model."},{"name":"status","in":"query","required":false,"schema":{"anyOf":[{"type":"array","items":{}},{"type":"null"}],"description":"Filter by more than one status of the tune/model in a list.","title":"Status"},"description":"Filter by more than one status of the tune/model in a list."},{"name":"limit","in":"query","required":false,"schema":{"anyOf":[{"type":"integer"},{"type":"null"}],"description":"The maximum number of items to retrieve.","default":25,"title":"Limit"},"description":"The maximum number of items to retrieve."},{"name":"skip","in":"query","required":false,"schema":{"anyOf":[{"type":"integer"},{"type":"null"}],"description":"The number of items to skip.","default":0,"title":"Skip"},"description":"The number of items to skip."}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/TunesAndInferenceModels"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/tunes":{"get":{"tags":["FineTuning / Tunes"],"summary":"List Tunes","description":"Endpoint to list fine tuning jobs","operationId":"list_tunes_v2_tunes_get","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"shared","in":"query","required":false,"schema":{"anyOf":[{"type":"boolean"},{"type":"null"}],"description":"Filter by shared tunes.","title":"Shared"},"description":"Filter by shared tunes."},{"name":"name","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Filter by the name of the tune.","title":"Name"},"description":"Filter by the name of the tune."},{"name":"status","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Filter by the status of the tune.","title":"Status"},"description":"Filter by the status of the tune."},{"name":"limit","in":"query","required":false,"schema":{"anyOf":[{"type":"integer"},{"type":"null"}],"description":"The maximum number of items to retrieve.","default":25,"title":"Limit"},"description":"The maximum number of items to retrieve."},{"name":"skip","in":"query","required":false,"schema":{"anyOf":[{"type":"integer"},{"type":"null"}],"description":"The number of items to skip.","default":0,"title":"Skip"},"description":"The number of items to skip."}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/TunesOut"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/tunes/{tune_id}":{"get":{"tags":["FineTuning / Tunes"],"summary":"Retrieve Tune","description":"Endpoint to retrieve tune by id.\nIf the tune's status is Failed, a pre-signed url for the logs is generated.","operationId":"retrieve_tune_v2_tunes__tune_id__get","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"tune_id","in":"path","required":true,"schema":{"type":"string","title":"Tune Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/TuneStatusOut"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}},"patch":{"tags":["FineTuning / Tunes"],"summary":"Update Tune","description":"Endpoint to update tune in the database","operationId":"update_tune_v2_tunes__tune_id__patch","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"tune_id","in":"path","required":true,"schema":{"type":"string","title":"Tune Id"}}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"$ref":"#/components/schemas/TuneUpdateIn"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}},"delete":{"tags":["FineTuning / Tunes"],"summary":"Delete Tune","description":"Endpoint to delete a tune","operationId":"delete_tune_v2_tunes__tune_id__delete","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"tune_id","in":"path","required":true,"schema":{"type":"string","title":"Tune Id"}}],"responses":{"204":{"description":"Successful Response"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/submit-tune/dry-run":{"post":{"tags":["FineTuning / Tunes"],"summary":"Submit Tune Dry Run","description":"Validate tune configuration and return rendered YAML without submitting.","operationId":"submit_tune_dry_run_v2_submit_tune_dry_run_post","requestBody":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/TuneSubmitIn"}}},"required":true},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}},"security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}]}},"/v2/submit-tune":{"post":{"tags":["FineTuning / Tunes"],"summary":"Submit Tune","description":"Submit a tuning task.","operationId":"submit_tune_v2_submit_tune_post","requestBody":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/TuneSubmitIn"}}},"required":true},"responses":{"201":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/TuneSubmitOut"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}},"security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}]}},"/v2/upload-completed-tunes":{"post":{"tags":["FineTuning / Tunes"],"summary":"Upload Tune","operationId":"upload_tune_v2_upload_completed_tunes_post","requestBody":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/UploadTuneInput"}}},"required":true},"responses":{"201":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}},"security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}]}},"/v2/submit-hpo-tune":{"post":{"tags":["FineTuning / Tunes"],"summary":"Submit Hpo Tune Yaml","description":"Submit HPO tuning job using YAML configuration file.","operationId":"submit_hpo_tune_yaml_v2_submit_hpo_tune_post","requestBody":{"content":{"multipart/form-data":{"schema":{"$ref":"#/components/schemas/Body_submit_hpo_tune_yaml_v2_submit_hpo_tune_post"}}},"required":true},"responses":{"201":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}},"security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}]}},"/v2/tunes/{tune_id}/try-out":{"post":{"tags":["FineTuning / Tunes"],"summary":"Try Tuned Model","description":"Endpoint to try-out inference on a tune without deploying the model.","operationId":"try_tuned_model_v2_tunes__tune_id__try_out_post","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"tune_id","in":"path","required":true,"schema":{"type":"string","title":"Tune Id"}}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"$ref":"#/components/schemas/TryOutTuneInput"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/InferenceGetResponse"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/tunes/{tune_id}/download":{"get":{"tags":["FineTuning / Tunes"],"summary":"Download Tune","description":"Endpoint to download tune","operationId":"download_tune_v2_tunes__tune_id__download_get","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"tune_id","in":"path","required":true,"schema":{"type":"string","title":"Tune Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/TuneDownloadOut"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/tunes/{tune_id}/metrics":{"get":{"tags":["FineTuning / Tunes"],"summary":"Mlflow Metrics","description":"Endpoint to get mlflow metrics per tune","operationId":"mlflow_metrics_v2_tunes__tune_id__metrics_get","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"tune_id","in":"path","required":true,"schema":{"type":"string","title":"Tune Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/TunedModelMlflowMetrics"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/base-models":{"get":{"tags":["FineTuning / Base models"],"summary":"Get Bases","description":"Endpoint to list all base models","operationId":"get_bases_v2_base_models_get","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"shared","in":"query","required":false,"schema":{"anyOf":[{"type":"boolean"},{"type":"null"}],"description":"Filter by shared tunes.","title":"Shared"},"description":"Filter by shared tunes."},{"name":"name","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Filter by the name of the base model.","title":"Name"},"description":"Filter by the name of the base model."},{"name":"status","in":"query","required":false,"schema":{"anyOf":[{"type":"array","items":{}},{"type":"null"}],"description":"Filter by the status of the base model.","title":"Status"},"description":"Filter by the status of the base model."},{"name":"model_category","in":"query","required":false,"schema":{"anyOf":[{"$ref":"#/components/schemas/ModelCategory"},{"type":"null"}],"description":"Filter by model_category. Options[prithvi, terramind, clay, dofa, resnet, convnext]","title":"Model Category"},"description":"Filter by model_category. Options[prithvi, terramind, clay, dofa, resnet, convnext]"},{"name":"limit","in":"query","required":false,"schema":{"anyOf":[{"type":"integer"},{"type":"null"}],"description":"The maximum number of items to retrieve.","default":25,"title":"Limit"},"description":"The maximum number of items to retrieve."},{"name":"skip","in":"query","required":false,"schema":{"anyOf":[{"type":"integer"},{"type":"null"}],"description":"The number of items to skip.","default":0,"title":"Skip"},"description":"The number of items to skip."}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/BaseModelsOut"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}},"post":{"tags":["FineTuning / Base models"],"summary":"Create Base Model","description":"Endpoint to create base model","operationId":"create_base_model_v2_base_models_post","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"$ref":"#/components/schemas/BaseModelsIn"}}}},"responses":{"201":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/base-models/{base_id}":{"get":{"tags":["FineTuning / Base models"],"summary":"Get Base By Id","description":"Endpoint to get base model by id","operationId":"get_base_by_id_v2_base_models__base_id__get","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"base_id","in":"path","required":true,"schema":{"type":"string","title":"Base Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/BaseModelOut"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/base-models/{base_id}/model-params":{"patch":{"tags":["FineTuning / Base models"],"summary":"Get Base Model Params","description":"Endpoint to get base model params","operationId":"get_base_model_params_v2_base_models__base_id__model_params_patch","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"base_id","in":"path","required":true,"schema":{"type":"string","title":"Base Id"}}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"$ref":"#/components/schemas/BaseModelParamsIn"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/BaseModelParamsOut"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/tune-templates":{"get":{"tags":["FineTuning / Templates"],"summary":"List Tune Templates","description":"Endpoint to get tuning templates","operationId":"list_tune_templates_v2_tune_templates_get","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"name","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Filter by the name of the tune template.","title":"Name"},"description":"Filter by the name of the tune template."},{"name":"model_category","in":"query","required":false,"schema":{"anyOf":[{"$ref":"#/components/schemas/ModelCategory"},{"type":"null"}],"description":"Filter by model_category. Options[prithvi, terramind, clay, dofa, resnet, convnext]","title":"Model Category"},"description":"Filter by model_category. Options[prithvi, terramind, clay, dofa, resnet, convnext]"},{"name":"limit","in":"query","required":false,"schema":{"anyOf":[{"type":"integer"},{"type":"null"}],"description":"The maximum number of items to retrieve.","default":25,"title":"Limit"},"description":"The maximum number of items to retrieve."},{"name":"skip","in":"query","required":false,"schema":{"anyOf":[{"type":"integer"},{"type":"null"}],"description":"The number of items to skip.","default":0,"title":"Skip"},"description":"The number of items to skip."},{"name":"purpose","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Filter by this tune template purpose","title":"Purpose"},"description":"Filter by this tune template purpose"}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/TasksOut"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}},"post":{"tags":["FineTuning / Templates"],"summary":"Create Tasks","description":"Endpoint to create a task","operationId":"create_tasks_v2_tune_templates_post","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"$ref":"#/components/schemas/TaskIn"}}}},"responses":{"201":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/tune-templates/{task_id}":{"get":{"tags":["FineTuning / Templates"],"summary":"Retrieve Task","description":"Endpoint to retrieve a task","operationId":"retrieve_task_v2_tune_templates__task_id__get","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"task_id","in":"path","required":true,"schema":{"type":"string","format":"uuid","title":"Task Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/TaskOut"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}},"delete":{"tags":["FineTuning / Templates"],"summary":"Delete Tune Template","description":"Endpoint to delete a task","operationId":"delete_tune_template_v2_tune_templates__task_id__delete","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"task_id","in":"path","required":true,"schema":{"type":"string","format":"uuid","title":"Task Id"}}],"responses":{"204":{"description":"Successful Response"},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/tune-templates/{task_id}/template":{"get":{"tags":["FineTuning / Templates"],"summary":"Get Task Content Template","description":"Endpoint that shows the template string as Python file with placeholders like `${varname}`","operationId":"get_task_content_template_v2_tune_templates__task_id__template_get","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"task_id","in":"path","required":true,"schema":{"type":"string","format":"uuid","title":"Task Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}},"put":{"tags":["FineTuning / Templates"],"summary":"Update Task Contents With File","description":"Endpoint to upload a task file to the database","operationId":"update_task_contents_with_file_v2_tune_templates__task_id__template_put","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"task_id","in":"path","required":true,"schema":{"type":"string","format":"uuid","title":"Task Id"}}],"requestBody":{"required":true,"content":{"multipart/form-data":{"schema":{"$ref":"#/components/schemas/Body_update_task_contents_with_file_v2_tune_templates__task_id__template_put"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/tune-templates/{task_id}/schema":{"put":{"tags":["FineTuning / Templates"],"summary":"Update Task Schema","description":"Endpoint that allows to update the JSONSchema of a task.","operationId":"update_task_schema_v2_tune_templates__task_id__schema_put","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"task_id","in":"path","required":true,"schema":{"type":"string","format":"uuid","title":"Task Id"}}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"title":"Task Schema"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/tune-templates/{task_id}/test-render":{"get":{"tags":["FineTuning / Templates"],"summary":"Check Task Content Rendered With Defaults","description":"Endpoint that checks that the the task renders correctly","operationId":"check_task_content_rendered_with_defaults_v2_tune_templates__task_id__test_render_get","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"task_id","in":"path","required":true,"schema":{"type":"string","format":"uuid","title":"Task Id"}},{"name":"dataset_id","in":"query","required":true,"schema":{"title":"Dataset Id"}},{"name":"base_model","in":"query","required":true,"schema":{"title":"Base Model"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/tune-templates/{task_id}/test-render-user-defined-task":{"get":{"tags":["FineTuning / Templates"],"summary":"Check User Defined Task Content Rendered With Defaults","description":"Endpoint that checks that the user defined task renders correctly","operationId":"check_user_defined_task_content_rendered_with_defaults_v2_tune_templates__task_id__test_render_user_defined_task_get","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"task_id","in":"path","required":true,"schema":{"type":"string","format":"uuid","title":"Task Id"}},{"name":"dataset_id","in":"query","required":true,"schema":{"title":"Dataset Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/datasets":{"get":{"tags":["FineTuning / Datasets"],"summary":"List Datasets","operationId":"list_datasets_v2_datasets_get","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"dataset_name","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Filter by this dataset name.","title":"Dataset Name"},"description":"Filter by this dataset name."},{"name":"purpose","in":"query","required":false,"schema":{"anyOf":[{"type":"array","items":{}},{"type":"null"}],"description":"Filter by this dataset purpose.","title":"Purpose"},"description":"Filter by this dataset purpose."},{"name":"status","in":"query","required":false,"schema":{"anyOf":[{"type":"string"},{"type":"null"}],"description":"Filter by this dataset status","title":"Status"},"description":"Filter by this dataset status"},{"name":"summary","in":"query","required":false,"schema":{"type":"boolean","description":"Flag to return summary of datasets or full view","default":false,"title":"Summary"},"description":"Flag to return summary of datasets or full view"},{"name":"limit","in":"query","required":false,"schema":{"anyOf":[{"type":"integer"},{"type":"null"}],"description":"The maximum number of items to retrieve.","default":25,"title":"Limit"},"description":"The maximum number of items to retrieve."},{"name":"skip","in":"query","required":false,"schema":{"anyOf":[{"type":"integer"},{"type":"null"}],"description":"The number of items to skip.","default":0,"title":"Skip"},"description":"The number of items to skip."}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"anyOf":[{"$ref":"#/components/schemas/GeoDatasetsResponseSchemaV2"},{"$ref":"#/components/schemas/DatasetsSummaryResponseSchema"}],"title":"Response List Datasets V2 Datasets Get"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/datasets/pre-scan":{"post":{"tags":["FineTuning / Datasets"],"summary":"Pre Scan Dataset","description":"Endpoint to pre_scan dataset and return bands and band descriptions.\nThis endpoint only supports .zip files.","operationId":"pre_scan_dataset_v2_datasets_pre_scan_post","requestBody":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/GeoDatasetPreScanRequestSchemaV2"}}},"required":true},"responses":{"201":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}},"security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}]}},"/v2/datasets/{dataset_id}/sample":{"get":{"tags":["FineTuning / Datasets"],"summary":"Get Sample Images","description":"Endpoint for obtaining urls to a selection of onboarded images.","operationId":"get_sample_images_v2_datasets__dataset_id__sample_get","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"dataset_id","in":"path","required":true,"schema":{"type":"string","title":"Dataset Id"}},{"name":"sample_count","in":"query","required":false,"schema":{"type":"integer","description":"The number of images and labels returned","default":5,"title":"Sample Count"},"description":"The number of images and labels returned"}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/datasets/{dataset_id}":{"patch":{"tags":["FineTuning / Datasets"],"summary":"Update Dataset Metadata","description":"Endpoint for editing the metadata","operationId":"update_dataset_metadata_v2_datasets__dataset_id__patch","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"dataset_id","in":"path","required":true,"schema":{"type":"string","title":"Dataset Id"}}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"$ref":"#/components/schemas/GeoDatasetMetadataUpdateSchema"}}}},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}},"get":{"tags":["FineTuning / Datasets"],"summary":"Retrieve Dataset","description":"Endpoint for obtaining dataset metadata","operationId":"retrieve_dataset_v2_datasets__dataset_id__get","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"dataset_id","in":"path","required":true,"schema":{"type":"string","title":"Dataset Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}},"delete":{"tags":["FineTuning / Datasets"],"summary":"Delete Dataset","description":"Endpoint for deleting the dataset","operationId":"delete_dataset_v2_datasets__dataset_id__delete","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"dataset_id","in":"path","required":true,"schema":{"type":"string","title":"Dataset Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/datasets/onboard":{"post":{"tags":["FineTuning / Datasets"],"summary":"Onboard Dataset","description":"Onboard dataset to the studio","operationId":"onboard_dataset_v2_datasets_onboard_post","requestBody":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/GeoDatasetRequestSchemaV2"}}},"required":true},"responses":{"201":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}},"security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}]}},"/v2/amo-tasks/{model_id}":{"get":{"tags":["Inference / Models"],"summary":"Retrieve Amo Task","description":"Check the status of a background task.","operationId":"retrieve_amo_task_v2_amo_tasks__model_id__get","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"model_id","in":"path","required":true,"schema":{"type":"string","title":"Model Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}},"delete":{"tags":["Inference / Models"],"summary":"Offboard Inference Model","operationId":"offboard_inference_model_v2_amo_tasks__model_id__delete","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"model_id","in":"path","required":true,"schema":{"type":"string","title":"Model Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v2/amo-tasks":{"post":{"tags":["Inference / Models"],"summary":"Onboard Inference Model","operationId":"onboard_inference_model_v2_amo_tasks_post","requestBody":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/OnboardModelRequest"}}},"required":true},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}},"security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}]}},"/issue":{"get":{"tags":["Studio / Feedback"],"summary":"Get Issues","operationId":"get_issues_issue_get","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/IssueListResponse"}}}}},"security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}]},"post":{"tags":["Studio / Feedback"],"summary":"Post Issue","description":"Report issues and feedback using this api.\n\nThe `issuetype` entry has a few accepted types as discussed below…\n\n**Example Schemas**\n\n1. **Task**: Task issue type is used to track a piece of work that needs to be completed within a project, but\n  doesn't necessarily correspond to a new feature or bug fix. Tasks are typically smaller pieces of work that\n  contribute to the overall progress of a project, such as documentation, testing, or code refactoring.\n    ```\n    {\n        \"issuetype\": \"Task\",\n        \"summary\": \"Summary of the task...\",\n        \"description\": \"Detailed description of the task...\"\n    }\n    ```\n\n2. **Bug**: The `Bug` issue type is used to track defects or problems with the software or system. A bug is a coding\n  error, a mistake or a flaw in the system that causes it to behave unexpectedly or not as intended. Bugs can be\n  discovered during testing, production, or even after the software has been released. Once a bug issue has been\n    created, it can be assigned to a developer or team member responsible for fixing it. As the bug is worked on,\n      updates can be added to the issue to track progress, such as when a fix is tested or deployed.\n    ```\n    {\n        \"issuetype\": \"Bug\",\n        \"summary\": \"Summary of the bug...\",\n        \"description\": \"Detailed description of the bug...\"\n    }\n    ```\n\n3. **Feature**: New Feature issue type is used to track the development of new functionality or features that are\n  being added to a software system or application. It is one of the default issue types available and is commonly\n  used in software development projects to manage the development of new features or enhancements to existing\n    functionality.\n    ```\n    {\n        \"issuetype\": \"Feature\",\n        \"summary\": \"Summary of the feature...\",\n        \"description\": \"Detailed description of the feature...\"\n    }\n    ```\n\n4. **Story**: A Story issue type is used to describe a small, self-contained unit of work that contributes to the\n  completion of an Epic or project. Stories are used to track and manage the implementation of specific features\n    or requirements.\n    ```\n    {\n        \"issuetype\": \"Story\",\n        \"summary\": \"Summary of the story...\",\n        \"description\": \"Detailed description of the story...\"\n    }\n    ```\n\n5. **Incident**: Reporting an incident or IT service outage.\n    ```\n    {\n        \"issuetype\": \"Incident\",\n        \"summary\": \"Summary of the incident...\",\n        \"description\": \"Detailed description of the incident...\"\n    }\n    ```\n\n6. **Risk**: Tracks potential problems or uncertainties that might impact your project, allowing you to\n  differentiate them from regular tasks, stories, or bugs; essentially, it's a way to categorize and manage\n    potential issues that haven't yet occurred within your project using your issue tracking system.\n    ```\n    {\n        \"issuetype\": \"Risk\",\n        \"summary\": \"Summary of the risk...\",\n        \"description\": \"Detailed description of the risk...\"\n    }\n    ```\n\n7. **Change Request**: The change issue type is used to represent a significant change to an existing system or\n  process. It is typically used in IT service management to track change requests and approvals\n    ```\n    {\n        \"issuetype\": \"Change Request\",\n        \"summary\": \"Summary of the change request...\",\n        \"description\": \"Detailed description of the change request...\"\n    }\n    ```\n\n8. **Service Ticket**: This issue type is used to represent a request for technical support from users or\n  customers. It can be used to track and manage support tickets, and to ensure that support requests are responded\n    to in a timely manner. e.g demo requests\n    ```\n    {\n        \"issuetype\": \"Service Ticket\",\n        \"summary\": \"Summary of the service ticket...\",\n        \"description\": \"Detailed description of the service ticket...\"\n    }\n    ```","operationId":"post_issue_issue_post","requestBody":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/IssueRequestSchema"}}},"required":true},"responses":{"201":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/IssueResponseSchema"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}},"security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}]}},"/issue/{issue_key}/comment":{"post":{"tags":["Studio / Feedback"],"summary":"Post Issue Comment","description":"Add comments to an existing issue. You need to provide `issue_key` as a path parameter\n\n**Example Schema**\n```\n{\n    \"body\": \"This is my comment...\"\n}\n```","operationId":"post_issue_comment_issue__issue_key__comment_post","security":[{"HTTPBearer":[]},{"APIKeyHeader":[]}],"parameters":[{"name":"issue_key","in":"path","required":true,"schema":{"type":"string","description":"Key of an existing issue, e.g. WGS-xxxx","title":"Issue Key"},"description":"Key of an existing issue, e.g. WGS-xxxx"}],"requestBody":{"required":true,"content":{"application/json":{"schema":{"$ref":"#/components/schemas/CommentRequestSchema"}}}},"responses":{"201":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/CommentResponseSchema"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}}},"components":{"schemas":{"APIKeyListResponse":{"properties":{"total_records":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Total Records","default":0},"page_count":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Page Count"},"results":{"items":{"$ref":"#/components/schemas/APIKeyResponseSchema"},"type":"array","title":"Results"}},"type":"object","required":["results"],"title":"APIKeyListResponse"},"APIKeyResponseSchema":{"properties":{"id":{"type":"string","format":"uuid","title":"Id"},"value":{"type":"string","title":"Value"},"expires_on":{"type":"string","format":"date-time","title":"Expires On"},"active":{"type":"boolean","title":"Active"}},"type":"object","required":["id","value","expires_on","active"],"title":"APIKeyResponseSchema"},"APIKeyUpdateSchema":{"properties":{"active":{"type":"boolean","title":"Active"}},"type":"object","required":["active"],"title":"APIKeyUpdateSchema"},"AuthorResponseSchema":{"properties":{"displayName":{"type":"string","title":"Displayname"}},"type":"object","required":["displayName"],"title":"AuthorResponseSchema"},"BaseModelOut":{"properties":{"id":{"type":"string","format":"uuid","title":"Id"},"active":{"type":"boolean","title":"Active"},"created_by":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Created By","default":""},"created_at":{"anyOf":[{"type":"string","format":"date-time"},{"type":"null"}],"title":"Created At"},"updated_at":{"anyOf":[{"type":"string","format":"date-time"},{"type":"null"}],"title":"Updated At"},"name":{"type":"string","title":"Name"},"description":{"type":"string","title":"Description"},"checkpoint_filename":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Checkpoint Filename"},"model_params":{"anyOf":[{"additionalProperties":true,"type":"object"},{"$ref":"#/components/schemas/ModelBaseParams"},{"type":"null"}],"title":"Model Params","default":{}},"status":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Status","default":"Finished"},"shared":{"anyOf":[{"type":"boolean"},{"type":"null"}],"title":"Shared","default":false}},"type":"object","required":["id","active","name","description","checkpoint_filename"],"title":"BaseModelOut","description":"Response model for a Base Model.\n\nAttributes\n----------\nname : str\n    The name of the Base Model.\ndescription : str\n    A description of the Base Model.\ncheckpoint_filename : str, optional\n    The filename of the  checkpoint for the base model.\nmodel_params : dict or ModelBaseParams, optional\n    Parameters for the Base Model. Defaults to an empty dictionary and is validated before use.\n\nRaises\n------\nValueError\n    If any required fields are not provided or if they contain invalid values.\n    If the `model_params` cannot be parsed into a valid JSON object.\n\nExamples\n--------\n>>> base_model_out = BaseModelOut(name=\"Prithvi Base Model\", description=\"some description\")\n>>> base_model_out.name\n\"Prithvi Base Model\""},"BaseModelParamsIn":{"properties":{"backbone":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Backbone","description":"the base model backbone","default":""},"patch_size":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Patch Size","description":"num_layers","default":16},"num_layers":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Num Layers","description":"num_layers","default":12},"embed_dim":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Embed Dim","description":"embed_dim","default":768},"num_heads":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Num Heads","description":"num_heads","default":12},"tile_size":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Tile Size","description":"tile_size","default":1},"tubelet_size":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Tubelet Size","description":"tubelet_size","default":1},"model_category":{"anyOf":[{"$ref":"#/components/schemas/ModelCategory"},{"type":"null"}],"description":"model_category","default":"prithvi"}},"type":"object","title":"BaseModelParamsIn"},"BaseModelParamsOut":{"properties":{"model_params":{"anyOf":[{"additionalProperties":true,"type":"object"},{"$ref":"#/components/schemas/BaseModelParamsIn"},{"type":"null"}],"title":"Model Params","default":{}}},"type":"object","title":"BaseModelParamsOut","description":"Model for the output parameters of a base model.\n\nAttributes\n----------\nmodel_params : dict or ModelBaseParams, optional\n    Parameters for the model. Can be a dictionary or an instance of `ModelBaseParams`.\n    Defaults to an empty dictionary.\n\nMethods\n-------\nupdate_model_params(val: Any) -> Union[dict, ModelBaseParams]\n    Validates and updates the `model_params` attribute. If the input is a string, it attempts\n    to parse it as JSON. If parsing fails, it defaults to an empty dictionary.\n\nRaises\n------\nValueError\n    If the `model_params` input is not a valid dictionary or JSON string.\n\nExamples\n--------\n>>> base_model_params = BaseModelParamsOut(\n...     model_params={\"param1\": \"value1\", \"param2\": \"value2\"}\n... )\n>>> base_model_params.model_params\n{'param1': 'value1', 'param2': 'value2'}"},"BaseModelsIn":{"properties":{"name":{"type":"string","title":"Name"},"description":{"type":"string","title":"Description"},"checkpoint_filename":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Checkpoint Filename","default":""},"model_params":{"anyOf":[{"$ref":"#/components/schemas/BaseModelParamsIn"},{"type":"null"}],"default":{"backbone":"","patch_size":16,"num_layers":12,"embed_dim":768,"num_heads":12,"tile_size":1,"tubelet_size":1,"model_category":"prithvi"}}},"type":"object","required":["name","description"],"title":"BaseModelsIn","description":"Model for input parameters to create a new Base Model.\n\nAttributes\n----------\nname : str\n    The name of the Base Model. This field is required.\ndescription : str, optional\n    A brief description of the Base Model. Defaults to None.\ncheckpoint_filename : str\n    The filename of the  checkpoint for the base model. Defaults to an empty string.\n\n\nRaises\n------\nValueError\n    If the `name` and `description` fields are empty.\n\nExamples\n--------\n>>> base_model_input = BaseModelsIn(\n...     name='Prithvi Base Model',\n...     description='Base Model ',\n... )\n>>> base_model_input.name\n'Prithvi Base Model'"},"BaseModelsOut":{"properties":{"total_records":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Total Records","default":0},"page_count":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Page Count"},"results":{"items":{"$ref":"#/components/schemas/BaseModelOut"},"type":"array","title":"Results"}},"type":"object","required":["results"],"title":"BaseModelsOut","description":"Response Model for BaseModel list\n\nAttributes\n----------\nListResponse : list of BaseModelsOut\n    List of BaseModels\n\nExamples\n--------\n>>> base_model_response = BaseModelOut(results=[BaseModelsOut(\n>>>     name=\"Prithvi Base Model\", description=\"some description\"])\n>>> base_model_response.results[0].name\n'Prithvi Base Model'"},"Body_submit_hpo_tune_yaml_v2_submit_hpo_tune_post":{"properties":{"config_file":{"type":"string","format":"binary","title":"Config File"},"tune_metadata":{"type":"string","title":"Tune Metadata"}},"type":"object","required":["config_file","tune_metadata"],"title":"Body_submit_hpo_tune_yaml_v2_submit_hpo_tune_post"},"Body_update_task_contents_with_file_v2_tune_templates__task_id__template_put":{"properties":{"file":{"type":"string","format":"binary","title":"File"}},"type":"object","required":["file"],"title":"Body_update_task_contents_with_file_v2_tune_templates__task_id__template_put"},"CPUResourceConfig":{"properties":{"requests":{"additionalProperties":{"type":"string"},"type":"object","title":"Requests","description":"Requested resources","examples":[{"cpu":"6","memory":"16G"}]},"limits":{"additionalProperties":{"type":"string"},"type":"object","title":"Limits","description":"Resource limits","examples":[{"cpu":"12","memory":"32G"}]}},"type":"object","title":"CPUResourceConfig"},"CommentListResponse":{"properties":{"comments":{"items":{"$ref":"#/components/schemas/CommentResponseSchema"},"type":"array","title":"Comments"}},"type":"object","required":["comments"],"title":"CommentListResponse"},"CommentRequestSchema":{"properties":{"body":{"type":"string","title":"Body","description":"Comment text","example":"This is my comment..."}},"type":"object","required":["body"],"title":"CommentRequestSchema"},"CommentResponseSchema":{"properties":{"id":{"type":"string","title":"Id"},"body":{"type":"string","title":"Body"},"author":{"$ref":"#/components/schemas/AuthorResponseSchema"},"created":{"type":"string","format":"date-time","title":"Created"},"updated":{"type":"string","format":"date-time","title":"Updated"}},"type":"object","required":["id","body","author","created","updated"],"title":"CommentResponseSchema"},"DataAdvisorRequestSchema":{"properties":{"collections":{"items":{"type":"string"},"type":"array","title":"Collections"},"dates":{"items":{"type":"string"},"type":"array","title":"Dates"},"bbox":{"anyOf":[{"items":{"items":{"type":"number"},"type":"array"},"type":"array"},{"type":"null"}],"title":"Bbox"},"area_polygon":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Area Polygon"},"maxcc":{"anyOf":[{"type":"number"},{"type":"null"}],"title":"Maxcc"},"pre_days":{"type":"integer","title":"Pre Days","default":1},"post_days":{"type":"integer","title":"Post Days","default":1}},"type":"object","title":"DataAdvisorRequestSchema"},"DataSource":{"properties":{"connector":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Connector"},"collection":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Collection"},"bands":{"anyOf":[{"items":{"additionalProperties":true,"type":"object"},"type":"array"},{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Bands"},"scaling_factor":{"anyOf":[{"items":{"type":"number"},"type":"array"},{"type":"null"}],"title":"Scaling Factor"}},"additionalProperties":true,"type":"object","title":"DataSource"},"DataSourceGetResponse":{"properties":{"connector":{"type":"string","title":"Connector"},"collection_name":{"type":"string","title":"Collection Name"},"bands":{"anyOf":[{"additionalProperties":true,"type":"object"},{"items":{},"type":"array"}],"title":"Bands"},"data_collection":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Data Collection"},"resolution_m":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Resolution M"},"rgb_bands":{"anyOf":[{"items":{},"type":"array"},{"type":"null"}],"title":"Rgb Bands"},"modality_tag":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Modality Tag"},"cloud_masking":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Cloud Masking"},"query_template":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Query Template"},"search":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Search"},"request_input_data":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Request Input Data"}},"additionalProperties":true,"type":"object","required":["connector","collection_name","bands"],"title":"DataSourceGetResponse"},"DataSourceListResponse":{"properties":{"results":{"anyOf":[{"items":{"$ref":"#/components/schemas/DataSourceGetResponse"},"type":"array"},{"type":"null"}],"title":"Results","default":[]}},"type":"object","title":"DataSourceListResponse"},"DatasetSummaryResponseSchema":{"properties":{"id":{"type":"string","title":"Id"},"dataset_name":{"type":"string","title":"Dataset Name"},"description":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Description","default":""}},"type":"object","required":["id","dataset_name"],"title":"DatasetSummaryResponseSchema"},"DatasetsSummaryResponseSchema":{"properties":{"total_records":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Total Records","default":0},"page_count":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Page Count"},"results":{"items":{"$ref":"#/components/schemas/DatasetSummaryResponseSchema"},"type":"array","title":"Results"}},"type":"object","required":["results"],"title":"DatasetsSummaryResponseSchema"},"DeploymentType":{"type":"string","enum":["cpu","gpu"],"title":"DeploymentType"},"FieldsResponseSchema":{"properties":{"issuetype":{"$ref":"#/components/schemas/IssueTypeResponseSchema"},"summary":{"type":"string","title":"Summary"},"created":{"type":"string","format":"date-time","title":"Created"},"updated":{"type":"string","format":"date-time","title":"Updated"},"duedate":{"anyOf":[{"type":"string","format":"date-time"},{"type":"null"}],"title":"Duedate"},"status":{"$ref":"#/components/schemas/StatusResponseSchema"},"description":{"type":"string","title":"Description"},"comment":{"$ref":"#/components/schemas/CommentListResponse"}},"type":"object","required":["issuetype","summary","created","updated","duedate","status","description","comment"],"title":"FieldsResponseSchema"},"FilesShareOut":{"properties":{"upload_url":{"type":"string","title":"Upload Url"},"download_url":{"type":"string","title":"Download Url"},"message":{"type":"string","title":"Message"}},"type":"object","required":["upload_url","download_url","message"],"title":"FilesShareOut","description":"Response Model for file-share get endpoint."},"GPUResourceConfig":{"properties":{"requests":{"additionalProperties":{"type":"string"},"type":"object","title":"Requests","description":"Requested GPU resources","examples":[{"nvidia.com/gpu":"1"}]},"limits":{"additionalProperties":{"type":"string"},"type":"object","title":"Limits","description":"GPU resource limits","examples":[{"nvidia.com/gpu":"1"}]}},"type":"object","title":"GPUResourceConfig"},"GeoDatasetMetadataUpdateSchema":{"properties":{"dataset_name":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Dataset Name"},"description":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Description"},"custom_bands":{"anyOf":[{"items":{"additionalProperties":true,"type":"object"},"type":"array"},{"type":"null"}],"title":"Custom Bands"},"label_categories":{"anyOf":[{"items":{"additionalProperties":true,"type":"object"},"type":"array"},{"type":"null"}],"title":"Label Categories"}},"type":"object","title":"GeoDatasetMetadataUpdateSchema"},"GeoDatasetPreScanRequestSchemaV2":{"properties":{"dataset_url":{"type":"string","title":"Dataset Url"},"label_suffix":{"type":"string","title":"Label Suffix"},"training_data_suffixes":{"items":{"type":"string"},"type":"array","title":"Training Data Suffixes"}},"type":"object","required":["dataset_url","label_suffix","training_data_suffixes"],"title":"GeoDatasetPreScanRequestSchemaV2"},"GeoDatasetRequestSchemaV2":{"properties":{"training_params":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Training Params"},"dataset_name":{"type":"string","title":"Dataset Name"},"label_suffix":{"type":"string","title":"Label Suffix"},"dataset_url":{"type":"string","title":"Dataset Url"},"description":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Description"},"purpose":{"type":"string","enum":["Regression","Segmentation","Generate","NER","Classify","Other"],"title":"Purpose"},"data_sources":{"items":{"additionalProperties":true,"type":"object"},"type":"array","title":"Data Sources","default":[]},"label_categories":{"anyOf":[{"items":{"additionalProperties":true,"type":"object"},"type":"array"},{"type":"null"}],"title":"Label Categories","default":[]},"version":{"type":"string","title":"Version","default":"v2"},"onboarding_options":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Onboarding Options","default":{}}},"type":"object","required":["dataset_name","label_suffix","dataset_url","description","purpose"],"title":"GeoDatasetRequestSchemaV2"},"GeoDatasetResponseSchemaV2":{"properties":{"id":{"type":"string","title":"Id"},"active":{"type":"boolean","title":"Active"},"created_by":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Created By","default":""},"created_at":{"anyOf":[{"type":"string","format":"date-time"},{"type":"null"}],"title":"Created At"},"updated_at":{"anyOf":[{"type":"string","format":"date-time"},{"type":"null"}],"title":"Updated At"},"dataset_name":{"type":"string","title":"Dataset Name"},"description":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Description","default":""},"dataset_url":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Dataset Url","default":""},"label_suffix":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Label Suffix","default":""},"purpose":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Purpose","default":""},"data_sources":{"anyOf":[{},{"type":"null"}],"title":"Data Sources"},"label_categories":{"anyOf":[{},{"type":"null"}],"title":"Label Categories"},"size":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Size","default":""},"status":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Status","default":""},"error":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Error","default":""},"logs":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Logs","default":""},"onboarding_options":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Onboarding Options","default":{}}},"type":"object","required":["id","active","dataset_name","data_sources","label_categories"],"title":"GeoDatasetResponseSchemaV2"},"GeoDatasetsResponseSchemaV2":{"properties":{"total_records":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Total Records","default":0},"page_count":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Page Count"},"results":{"items":{"$ref":"#/components/schemas/GeoDatasetResponseSchemaV2"},"type":"array","title":"Results"}},"type":"object","required":["results"],"title":"GeoDatasetsResponseSchemaV2"},"GeoServerPush":{"properties":{"workspace":{"type":"string","title":"Workspace"},"layer_name":{"type":"string","title":"Layer Name"},"display_name":{"type":"string","title":"Display Name"},"filepath_key":{"type":"string","title":"Filepath Key"},"file_suffix":{"type":"string","title":"File Suffix"},"geoserver_style":{"anyOf":[{"type":"string"},{"additionalProperties":true,"type":"object"}],"title":"Geoserver Style"}},"additionalProperties":true,"type":"object","required":["workspace","layer_name","display_name","filepath_key","file_suffix","geoserver_style"],"title":"GeoServerPush"},"HTTPValidationError":{"properties":{"detail":{"items":{"$ref":"#/components/schemas/ValidationError"},"type":"array","title":"Detail"}},"type":"object","title":"HTTPValidationError"},"InferenceCreateInput":{"properties":{"spatial_domain":{"$ref":"#/components/schemas/SpatialDomain"},"temporal_domain":{"items":{"type":"string"},"type":"array","title":"Temporal Domain"},"model_input_data_spec":{"anyOf":[{"items":{"additionalProperties":true,"type":"object"},"type":"array"},{"type":"null"}],"title":"Model Input Data Spec"},"data_connector_config":{"anyOf":[{"items":{"$ref":"#/components/schemas/DataSource"},"type":"array"},{"type":"null"}],"title":"Data Connector Config"},"geoserver_push":{"anyOf":[{"items":{"$ref":"#/components/schemas/GeoServerPush"},"type":"array"},{"type":"null"}],"title":"Geoserver Push"},"pipeline_steps":{"anyOf":[{"items":{"additionalProperties":true,"type":"object"},"type":"array"},{"type":"null"}],"title":"Pipeline Steps"},"post_processing":{"anyOf":[{"$ref":"#/components/schemas/PostProcessing"},{"type":"null"}]},"fine_tuning_id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Fine Tuning Id"},"maxcc":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Maxcc","default":100},"model_display_name":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Model Display Name"},"description":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Description"},"location":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Location"},"geoserver_layers":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Geoserver Layers"},"demo":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Demo"},"model_id":{"anyOf":[{"type":"string","format":"uuid"},{"type":"null"}],"title":"Model Id"},"inference_output":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Inference Output"}},"additionalProperties":true,"type":"object","required":["spatial_domain"],"title":"InferenceCreateInput"},"InferenceGetResponse":{"properties":{"spatial_domain":{"$ref":"#/components/schemas/SpatialDomain"},"temporal_domain":{"items":{"type":"string"},"type":"array","title":"Temporal Domain"},"fine_tuning_id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Fine Tuning Id"},"maxcc":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Maxcc","default":100},"model_display_name":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Model Display Name"},"description":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Description"},"location":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Location"},"geoserver_layers":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Geoserver Layers"},"demo":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Demo"},"model_id":{"anyOf":[{"type":"string","format":"uuid"},{"type":"null"}],"title":"Model Id"},"inference_output":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Inference Output"},"id":{"type":"string","format":"uuid","title":"Id"},"active":{"type":"boolean","title":"Active"},"created_by":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Created By","default":""},"created_at":{"anyOf":[{"type":"string","format":"date-time"},{"type":"null"}],"title":"Created At"},"updated_at":{"anyOf":[{"type":"string","format":"date-time"},{"type":"null"}],"title":"Updated At"},"status":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Status"},"tasks_count_total":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Tasks Count Total"},"tasks_count_success":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Tasks Count Success"},"tasks_count_failed":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Tasks Count Failed"},"tasks_count_stopped":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Tasks Count Stopped"},"tasks_count_waiting":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Tasks Count Waiting"}},"additionalProperties":true,"type":"object","required":["spatial_domain","id","active","status"],"title":"InferenceGetResponse"},"InferenceListResponse":{"properties":{"total_records":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Total Records","default":0},"page_count":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Page Count"},"results":{"anyOf":[{"items":{"$ref":"#/components/schemas/InferenceGetResponse"},"type":"array"},{"type":"null"}],"title":"Results","default":[]}},"type":"object","title":"InferenceListResponse"},"InferenceTasksListResponse":{"properties":{"inference_id":{"type":"string","format":"uuid","title":"Inference Id"},"status":{"type":"string","title":"Status"},"tasks":{"items":{"$ref":"#/components/schemas/TaskCreate"},"type":"array","title":"Tasks"}},"type":"object","required":["inference_id","status","tasks"],"title":"InferenceTasksListResponse"},"InferenceWebhookMessageDetails":{"properties":{"message":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Message"},"error":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Error"},"status":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Status"}},"type":"object","title":"InferenceWebhookMessageDetails"},"IssueListResponse":{"properties":{"total_records":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Total Records","default":0},"page_count":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Page Count"},"results":{"items":{"$ref":"#/components/schemas/IssueResponseSchema"},"type":"array","title":"Results"}},"type":"object","required":["results"],"title":"IssueListResponse"},"IssueRequestSchema":{"properties":{"issuetype":{"type":"string","title":"Issuetype","description":"The type of report, e.g. Bug, New Feature, Feadback","example":"Task"},"summary":{"type":"string","title":"Summary","description":"A summary of the issue","example":"Summary of the issue..."},"description":{"type":"string","title":"Description","description":"Detailed account of the issue","example":"Detailed description of the issue..."}},"type":"object","required":["issuetype","summary","description"],"title":"IssueRequestSchema"},"IssueResponseSchema":{"properties":{"id":{"type":"string","title":"Id"},"key":{"type":"string","title":"Key"},"fields":{"$ref":"#/components/schemas/FieldsResponseSchema"}},"type":"object","required":["id","key","fields"],"title":"IssueResponseSchema"},"IssueTypeResponseSchema":{"properties":{"name":{"type":"string","title":"Name"}},"type":"object","required":["name"],"title":"IssueTypeResponseSchema"},"MlflowRunMetrics":{"properties":{"name":{"type":"string","title":"Name"},"status":{"type":"string","enum":["FINISHED","NOT_FOUND","ERROR","RUNNING"],"title":"Status"},"epochs":{"type":"string","title":"Epochs"},"metrics":{"items":{"additionalProperties":true,"type":"object"},"type":"array","title":"Metrics"}},"type":"object","required":["name","status","epochs","metrics"],"title":"MlflowRunMetrics","description":"Model for storing metrics of a single run in MLflow.\n\nAttributes\n----------\nname : str\n    A name for the run derived from info.run_name.\nstatus : {'FINISHED', 'NOT_FOUND', 'ERROR', 'RUNNING'}\n    The current status of the run, represented as a literal type.\n    'FINISHED' - Run has completed succesfully\n    'NOT_FOUND' - Run not created in the database\n    'ERROR' - Run encountered error while runnning\n    'RUNNING' - Run is currently running\nepochs : str\n    The number of epochs the model has been trained.\nmetrics : list of dict\n    A list of metrics associated with the current run. Each dictionary contains metric details.\n\nRaises\n------\nValueError\n    If the `status` is not one of the expected values ('FINISHED', 'NOT_FOUND', 'ERROR', 'RUNNING')\n      or if required attributes are missing.\n\nExamples\n--------\n>>> run_metrics = MlflowRunMetrics(\n...     name='Test',\n...     status='FINISHED',\n...     epochs='1',\n...     metrics=[{\"accuracy\": 0.95, \"loss\": 0.05}],\n... )\n>>> run_metrics.status\n'FINISHED'"},"ModelBaseParams":{"properties":{"num_layers":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Num Layers","description":"","default":12},"patch_size":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Patch Size"},"embed_dim":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Embed Dim","description":"","default":768},"num_heads":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Num Heads","description":"","default":12},"tubelet_size":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Tubelet Size","description":"","default":1},"tile_size":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Tile Size"},"head_channel_list":{"anyOf":[{"items":{},"type":"array"},{"type":"null"}],"title":"Head Channel List","default":[256]},"pretrained_weights_path":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Pretrained Weights Path"},"pretrained_model_name":{"type":"string","title":"Pretrained Model Name"}},"type":"object","title":"ModelBaseParams","description":"A class to define the base parameters for a model architecture.\n\nAttributes\n----------\nnum_layers : Optional[int]\n    The number of layers in the model. Defaults to 12.\npatch_size : Optional[int]\n    The size of the patches to be processed by the model. Defaults to 16.\nembed_dim : Optional[int]\n    The dimensionality of the embedding space. Defaults to 768.\nnum_heads : Optional[int]\n    The number of attention heads in the model. Defaults to 12.\ntubelet_size : Optional[int]\n    The size of the tubelets (if applicable). Defaults to 1.\ntile_size : Optional[int]\n    The size of the tiles used in processing. Defaults to 224.\nhead_channel_list : Optional[List[int]]\n    A list of channels for each head in the model. Defaults to [256].\npretrained_weights_path : Optional[str]\n    The file path to the pretrained weights. Defaults to \"/files/pre-trained/...\".\n\nExamples\n--------\n>>> params = ModelBaseParams()\n>>> print(params)\nModelBaseParams(num_layers=12, patch_size=16, embed_dim=768, num_heads=12,\n                 tubelet_size=1, tile_size=224, head_channel_list=[256],\n                 pretrained_weights_path='/files/pre-trained/...')\n\n>>> custom_params = ModelBaseParams(num_layers=24, embed_dim=512,\n...                                  head_channel_list=[128, 256])\n>>> print(custom_params)\nModelBaseParams(num_layers=24, patch_size=16, embed_dim=512, num_heads=12,\n                 tubelet_size=1, tile_size=224, head_channel_list=[128, 256],\n                 pretrained_weights_path='/files/pre-trained/...')"},"ModelCategory":{"type":"string","enum":["terramind","prithvi","clay","dofa","resnet","convnext"],"title":"ModelCategory"},"ModelCreateInput":{"properties":{"display_name":{"type":"string","title":"Display Name"},"description":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Description"},"model_url":{"anyOf":[{"type":"string","maxLength":2083,"minLength":1,"format":"uri"},{"type":"null"}],"title":"Model Url"},"pipeline_steps":{"anyOf":[{"items":{"additionalProperties":true,"type":"object"},"type":"array"},{"type":"null"}],"title":"Pipeline Steps"},"geoserver_push":{"anyOf":[{"items":{"additionalProperties":true,"type":"object"},"type":"array"},{"type":"null"}],"title":"Geoserver Push"},"model_input_data_spec":{"anyOf":[{"items":{"additionalProperties":true,"type":"object"},"type":"array"},{"type":"null"}],"title":"Model Input Data Spec"},"postprocessing_options":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Postprocessing Options"},"sharable":{"anyOf":[{"type":"boolean"},{"type":"null"}],"title":"Sharable","default":false},"model_onboarding_config":{"anyOf":[{"$ref":"#/components/schemas/ModelOnboardingInputSchema"},{"type":"null"}]},"latest":{"anyOf":[{"type":"boolean"},{"type":"null"}],"title":"Latest"},"version":{"anyOf":[{"type":"number"},{"type":"null"}],"title":"Version","default":1.0}},"type":"object","required":["display_name"],"title":"ModelCreateInput"},"ModelFramework":{"type":"string","enum":["terratorch-v2","terratorch","mmseg","pytorch"],"title":"ModelFramework"},"ModelGetResponse":{"properties":{"display_name":{"type":"string","title":"Display Name"},"description":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Description"},"model_url":{"anyOf":[{"type":"string","maxLength":2083,"minLength":1,"format":"uri"},{"type":"null"}],"title":"Model Url"},"pipeline_steps":{"anyOf":[{"items":{"additionalProperties":true,"type":"object"},"type":"array"},{"type":"null"}],"title":"Pipeline Steps"},"geoserver_push":{"anyOf":[{"items":{"additionalProperties":true,"type":"object"},"type":"array"},{"type":"null"}],"title":"Geoserver Push"},"model_input_data_spec":{"anyOf":[{"items":{"additionalProperties":true,"type":"object"},"type":"array"},{"type":"null"}],"title":"Model Input Data Spec"},"postprocessing_options":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Postprocessing Options"},"sharable":{"anyOf":[{"type":"boolean"},{"type":"null"}],"title":"Sharable","default":false},"model_onboarding_config":{"anyOf":[{"$ref":"#/components/schemas/ModelOnboardingInputSchema"},{"type":"null"}]},"latest":{"anyOf":[{"type":"boolean"},{"type":"null"}],"title":"Latest","default":true},"version":{"anyOf":[{"type":"number"},{"type":"null"}],"title":"Version","default":1.0},"internal_name":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Internal Name","description":"Internal name for the model, generated automatically based on display_name."},"id":{"type":"string","format":"uuid","title":"Id"},"active":{"type":"boolean","title":"Active"},"created_by":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Created By","default":""},"created_at":{"anyOf":[{"type":"string","format":"date-time"},{"type":"null"}],"title":"Created At"},"updated_at":{"anyOf":[{"type":"string","format":"date-time"},{"type":"null"}],"title":"Updated At"},"status":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Status"}},"type":"object","required":["display_name","id","active","status"],"title":"ModelGetResponse"},"ModelListResponse":{"properties":{"total_records":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Total Records","default":0},"page_count":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Page Count"},"results":{"anyOf":[{"items":{"$ref":"#/components/schemas/ModelGetResponse"},"type":"array"},{"type":"null"}],"title":"Results","default":[]}},"type":"object","title":"ModelListResponse"},"ModelOnboardingInputSchema":{"properties":{"fine_tuned_model_id":{"type":"string","maxLength":100,"title":"Fine Tuned Model Id","description":""},"model_configs_url":{"type":"string","title":"Model Configs Url","description":"Presigned url model config file."},"model_checkpoint_url":{"type":"string","title":"Model Checkpoint Url","description":"Presigned url to model checkpoint file."}},"type":"object","title":"ModelOnboardingInputSchema"},"ModelUpdateInput":{"properties":{"display_name":{"type":"string","title":"Display Name"},"description":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Description"},"model_url":{"anyOf":[{"type":"string","maxLength":2083,"minLength":1,"format":"uri"},{"type":"null"}],"title":"Model Url"},"pipeline_steps":{"anyOf":[{"items":{"additionalProperties":true,"type":"object"},"type":"array"},{"type":"null"}],"title":"Pipeline Steps"},"geoserver_push":{"anyOf":[{"items":{"additionalProperties":true,"type":"object"},"type":"array"},{"type":"null"}],"title":"Geoserver Push"},"model_input_data_spec":{"anyOf":[{"items":{"additionalProperties":true,"type":"object"},"type":"array"},{"type":"null"}],"title":"Model Input Data Spec"},"postprocessing_options":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Postprocessing Options"},"sharable":{"anyOf":[{"type":"boolean"},{"type":"null"}],"title":"Sharable","default":false},"model_onboarding_config":{"anyOf":[{"$ref":"#/components/schemas/ModelOnboardingInputSchema"},{"type":"null"}]},"latest":{"anyOf":[{"type":"boolean"},{"type":"null"}],"title":"Latest"}},"type":"object","required":["display_name"],"title":"ModelUpdateInput"},"NotificationCreate":{"properties":{"event_id":{"type":"string","format":"uuid","title":"Event Id","description":"An identifier generated for every event when an inference job is started."},"detail_type":{"type":"string","title":"Detail Type","description":"Describes the nature of the event.","example":"Inference:Task:Notifications"},"source":{"type":"string","title":"Source","description":"Identifies the service that generated the webhook event.","example":"com.ibm.prithvi-100m-hls2-flood-segmentation"},"timestamp":{"type":"string","format":"date-time","title":"Timestamp","description":"The event timestamp specified by the service generating the event.","example":"2023-08-13T16:31:47Z"},"detail":{"additionalProperties":true,"type":"object","title":"Detail","description":"JSON object with information about the event."},"inference_id":{"anyOf":[{"type":"string","format":"uuid"},{"type":"null"}],"title":"Inference Id"}},"type":"object","required":["event_id","detail_type","source","timestamp","detail"],"title":"NotificationCreate"},"NotificationGetResponse":{"properties":{"id":{"anyOf":[{"type":"string","format":"uuid"},{"type":"null"}],"title":"Id"},"detail":{"anyOf":[{"$ref":"#/components/schemas/InferenceWebhookMessageDetails"},{"type":"null"}],"default":{}},"source":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Source"},"detail_type":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Detail Type"},"timestamp":{"anyOf":[{"type":"string","format":"date-time"},{"type":"null"}],"title":"Timestamp"},"event_id":{"type":"string","format":"uuid","title":"Event Id","description":"An identifier generated for every event when an inference job is started."}},"type":"object","required":["event_id"],"title":"NotificationGetResponse"},"NotificationListResponse":{"properties":{"total_records":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Total Records","default":0},"page_count":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Page Count"},"results":{"items":{"$ref":"#/components/schemas/NotificationGetResponse"},"type":"array","title":"Results","default":[]}},"type":"object","title":"NotificationListResponse"},"OnboardModelRequest":{"properties":{"model_framework":{"anyOf":[{"$ref":"#/components/schemas/ModelFramework"},{"type":"null"}],"description":"Options: [mmseg|terratorch|terratorch-v2|pytorch]","default":"terratorch"},"model_id":{"type":"string","title":"Model Id","description":"Identifier for the model"},"model_name":{"type":"string","title":"Model Name","description":"Identifier for the model"},"model_configs_url":{"type":"string","minLength":1,"format":"uri","title":"Model Configs Url","description":"Presigned URL for the model configuration file"},"model_checkpoint_url":{"type":"string","minLength":1,"format":"uri","title":"Model Checkpoint Url","description":"Presigned URL for the model checkpoint file"},"deployment_type":{"anyOf":[{"$ref":"#/components/schemas/DeploymentType"},{"type":"null"}],"description":"Deployment type: cpu, gpu","default":"gpu"},"resources":{"anyOf":[{"$ref":"#/components/schemas/CPUResourceConfig"},{"type":"null"}],"description":"CPU and memory resources"},"gpu_resources":{"anyOf":[{"$ref":"#/components/schemas/GPUResourceConfig"},{"type":"null"}],"description":"GPU resources (only for GPU deployment)"},"inference_container_image":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Inference Container Image","description":"Optional custom docker image to be used for deployment"}},"type":"object","required":["model_id","model_name","model_configs_url","model_checkpoint_url"],"title":"OnboardModelRequest"},"PostProcessing":{"properties":{"cloud_masking":{"anyOf":[{"type":"boolean"},{"type":"string"},{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Cloud Masking"},"snow_ice_masking":{"anyOf":[{"type":"boolean"},{"type":"string"},{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Snow Ice Masking"},"permanent_water_masking":{"anyOf":[{"type":"boolean"},{"type":"string"},{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Permanent Water Masking"},"ocean_masking":{"anyOf":[{"type":"boolean"},{"type":"string"},{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Ocean Masking"}},"additionalProperties":true,"type":"object","title":"PostProcessing"},"SpatialDomain":{"properties":{"bbox":{"anyOf":[{"items":{"items":{"type":"number"},"type":"array"},"type":"array"},{"type":"null"}],"title":"Bbox"},"polygons":{"anyOf":[{"items":{},"type":"array"},{"type":"null"}],"title":"Polygons"},"tiles":{"anyOf":[{"items":{},"type":"array"},{"type":"null"}],"title":"Tiles"},"urls":{"anyOf":[{"items":{},"type":"array"},{"type":"null"}],"title":"Urls"}},"type":"object","title":"SpatialDomain"},"StatusResponseSchema":{"properties":{"name":{"type":"string","title":"Name"}},"type":"object","required":["name"],"title":"StatusResponseSchema"},"TaskCreate":{"properties":{"inference_id":{"type":"string","format":"uuid","title":"Inference Id"},"task_id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Task Id"},"inference_folder":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Inference Folder"},"status":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Status","default":"PENDING"},"pipeline_steps":{"anyOf":[{"items":{"additionalProperties":true,"type":"object"},"type":"array"},{"type":"null"}],"title":"Pipeline Steps"}},"type":"object","required":["inference_id"],"title":"TaskCreate"},"TaskIn":{"properties":{"name":{"type":"string","title":"Name"},"description":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Description"},"purpose":{"anyOf":[{"$ref":"#/components/schemas/TaskPurposeEnum"},{"type":"null"}],"description":"The use case for this task","default":"Segmentation"},"content":{"type":"string","title":"Content","description":"Base64 encoded string of a fine-tuning yaml template."},"model_params":{"anyOf":[{},{"type":"null"}],"title":"Model Params","default":{}},"extra_info":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Extra Info","description":"Extra params e.g {'runtime_image': 'us.icr.io/gfmaas/geostudio-ft-deploy:v3'}","default":{"runtime_image":""}},"dataset_id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Dataset Id"}},"type":"object","required":["name","content"],"title":"TaskIn","description":"Model for input parameters to create a new task.\n\nAttributes\n----------\nname : str\n    The name of the task. This field is required.\ndescription : str, optional\n    A brief description of the task. Defaults to None.\ncontent : str\n    A Base64 encoded string representing a fine-tuning YAML template.\nmodel_params : Any, optional\n    Parameters for the model associated with the task. Defaults to an empty dictionary.\nextra_info : dict, optional\n    Additional parameters for the task, such as runtime image information used to run the Tune task.\n    Defaults to {'runtime_image': ''}.\ndataset_id: str, optional\n    Dataset ID for the created task\n\nRaises\n------\nValueError\n    If the `content` field is not a valid Base64 encoded string or if the `name` field is empty.\n\nExamples\n--------\n>>> task_input = TaskIn(\n...     name='My Fine-tuning Task',\n...     description='Task for fine-tuning a model.',\n...     content='c29tZSBCYXNlNjQgc3RyaW5n',\n...     model_params={\"param1\": \"value1\"},\n...     extra_info={\"runtime_image\": \"us.icr.io/gfmaas/geostudio-ft-deploy:v3\"}\n... )\n>>> task_input.name\n'My Fine-tuning Task'"},"TaskOut":{"properties":{"id":{"type":"string","format":"uuid","title":"Id"},"active":{"type":"boolean","title":"Active"},"created_by":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Created By","default":""},"created_at":{"anyOf":[{"type":"string","format":"date-time"},{"type":"null"}],"title":"Created At"},"updated_at":{"anyOf":[{"type":"string","format":"date-time"},{"type":"null"}],"title":"Updated At"},"name":{"type":"string","title":"Name"},"description":{"type":"string","title":"Description"},"purpose":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Purpose"},"model_params":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"string"},{"type":"null"}],"title":"Model Params","default":{}},"extra_info":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Extra Info"}},"type":"object","required":["id","active","name","description"],"title":"TaskOut","description":"Response model for a tuning task.\n\nAttributes\n----------\nname : str\n    The name of the tuning task.\ndescription : str\n    A description of the tuning job.\nmodel_params : dict or str, optional\n    Parameters for the model associated with the tuning task. Defaults to an empty dictionary.\n\nRaises\n------\nValueError\n    If any required fields are not provided or if they contain invalid values.\n\nExamples\n--------\n>>> task_out = TaskOut(name=\"some_name\", description=\"some description\")\n>>> task_out.name\n\"some_name\""},"TaskPurposeEnum":{"type":"string","enum":["Regression","Segmentation","Other","Multimodal"],"title":"TaskPurposeEnum"},"TasksOut":{"properties":{"total_records":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Total Records","default":0},"page_count":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Page Count"},"results":{"items":{"$ref":"#/components/schemas/TasksOutRecord"},"type":"array","title":"Results"}},"type":"object","required":["results"],"title":"TasksOut","description":"Response Model for Tasks list\n\nAttributes\n----------\nListResponse : list of TasksOutRecord\n    List of tuning tasks\n\nExamples\n--------\n>>> tune_tasks_response = TasksOut(results=[TasksOutRecord(name='Task 1', description='First tuning task')])\n>>> tune_tasks_response.results[0].name\n'Task 1'"},"TasksOutRecord":{"properties":{"id":{"type":"string","format":"uuid","title":"Id"},"active":{"type":"boolean","title":"Active"},"created_by":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Created By","default":""},"created_at":{"anyOf":[{"type":"string","format":"date-time"},{"type":"null"}],"title":"Created At"},"updated_at":{"anyOf":[{"type":"string","format":"date-time"},{"type":"null"}],"title":"Updated At"},"name":{"type":"string","title":"Name"},"description":{"type":"string","title":"Description"},"purpose":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Purpose"},"extra_info":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Extra Info"}},"type":"object","required":["id","active","name","description"],"title":"TasksOutRecord","description":"Response model for a tuning task record.\n\nAttributes\n----------\nname : str\n    The name of the tuning task record.\ndescription : str\n    A description of the tuning job.\nRaises\n------\nValueError\n    If any required fields are not provided or if they contain invalid values.\n\nExamples\n--------\n>>> task_out_record = TasksOutRecord(name=\"some_name\", description=\"some description\")\n>>> task_out_record.name\n\"some_name\""},"TryOutTuneInput":{"properties":{"model_display_name":{"type":"string","title":"Model Display Name","default":""},"description":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Description","default":"try-out"},"location":{"type":"string","title":"Location"},"geoserver_layers":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Geoserver Layers"},"spatial_domain":{"$ref":"#/components/schemas/SpatialDomain"},"temporal_domain":{"items":{"type":"string"},"type":"array","title":"Temporal Domain"},"model_input_data_spec":{"anyOf":[{"items":{"additionalProperties":true,"type":"object"},"type":"array"},{"type":"null"}],"title":"Model Input Data Spec"},"data_connector_config":{"anyOf":[{"items":{"$ref":"#/components/schemas/DataSource"},"type":"array"},{"type":"null"}],"title":"Data Connector Config"},"geoserver_push":{"anyOf":[{"items":{"$ref":"#/components/schemas/GeoServerPush"},"type":"array"},{"type":"null"}],"title":"Geoserver Push"},"post_processing":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Post Processing"},"maxcc":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Maxcc","default":100}},"additionalProperties":true,"type":"object","required":["location","spatial_domain","temporal_domain"],"title":"TryOutTuneInput"},"TuneAndInferenceModel":{"properties":{"id":{"type":"string","title":"Id"},"name":{"type":"string","title":"Name"},"status":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Status","default":""},"shared":{"anyOf":[{"type":"boolean"},{"type":"null"}],"title":"Shared","default":false},"description":{"type":"string","title":"Description"},"model_type":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Model Type","default":""},"active_":{"type":"boolean","title":"Active"},"created_by_":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Created By","default":""},"created_at_":{"anyOf":[{"type":"string","format":"date-time"},{"type":"null"}],"title":"Created At"},"updated_at_":{"anyOf":[{"type":"string","format":"date-time"},{"type":"null"}],"title":"Updated At"}},"type":"object","required":["id","name","description","active_"],"title":"TuneAndInferenceModel","description":"Combined response model for tunes and inference models.\n\nAttributes\n----------\nid : str\n    A unique identifier for tune or inference model.\nname : str\n    The name of the tune or inference model.\nstatus : str, optional\n    The current status of the tune or inference model. Defaults to an empty string.\nshared: bool\n    Whether the tune/model is sharable accross users. Defaults to False.\ndescription : str\n    A description of the tune or inference model.\nmodel_type : str, optional\n    Whether it is a tune or inference model. Defaults to an empty string.\n\nRaises\n------\nValueError\n    If any required fields are not provided or if they contain invalid values.\n\nExamples\n--------\n>>> tunes_model_response = TuneAndInferenceModel(id='123', name='Tuning Job 1', description='Description of the job')\n>>> tunes_model_response.status\n''"},"TuneBaseModel":{"properties":{"id":{"type":"string","format":"uuid","title":"Id"},"name":{"type":"string","title":"Name"}},"type":"object","required":["id","name"],"title":"TuneBaseModel","description":"Model for the Tune BaseModel\n\nAttributes\n----------\nid : uuid.UUID\n    The unique identifier of the TuneBaseModel, generated using `uuid.uuid4()`.\nname : str\n    The name of the TuneBaseModel\n\nRaises\n------\nValueError\n    If any required fields are not provided or if they contain invalid values.\n\nExamples\n--------\n>>> tunes_base_model = TuneBaseModel(id=\"123\",name=\"some_name\")\n>>> tunes_base_model.name\n'some_name'"},"TuneDownloadOut":{"properties":{"id":{"type":"string","title":"Id"},"name":{"type":"string","title":"Name"},"description":{"type":"string","title":"Description"},"config_url":{"type":"string","title":"Config Url"},"checkpoint_url":{"type":"string","title":"Checkpoint Url"}},"type":"object","required":["id","name","description","config_url","checkpoint_url"],"title":"TuneDownloadOut","description":"Model for downloading Tune resources.\n\nAttributes\n----------\nid : str\n    A unique identifier for the Tune.\nname : str\n    The name of the Tune.\ndescription : str\n    A brief description of the Tune.\nconfig_url : str\n    Presigned COS URL to download the configuration file associated with the Tune.\ncheckpoint_url : str\n    Presigned COS URL to download the checkpoint file associated with the Tune.\n\nRaises\n------\nValueError\n    If any of the URLs are not valid or if required attributes are missing.\n\nExamples\n--------\n>>> tune_download = TuneDownloadOut(\n...     id='tune_001',\n...     name='Tune 1',\n...     description='Downloadable resources for Tune 1',\n...     config_url='https://s3.com/config/tune_001.json',\n...     checkpoint_url='https://s3.com/checkpoints/tune_001.ckpt'\n... )\n>>> tune_download.name\n'Tuning Job 1'"},"TuneOut":{"properties":{"id":{"type":"string","title":"Id"},"active":{"type":"boolean","title":"Active"},"created_by":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Created By","default":""},"created_at":{"anyOf":[{"type":"string","format":"date-time"},{"type":"null"}],"title":"Created At"},"updated_at":{"anyOf":[{"type":"string","format":"date-time"},{"type":"null"}],"title":"Updated At"},"name":{"type":"string","title":"Name"},"description":{"type":"string","title":"Description"},"task":{"anyOf":[{"$ref":"#/components/schemas/TuneTask"},{"type":"null"}]},"dataset_id":{"type":"string","title":"Dataset Id"},"base_model":{"anyOf":[{"$ref":"#/components/schemas/TuneBaseModel"},{"type":"null"}]},"mcad_id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Mcad Id","default":""},"status":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Status","default":""},"latest_chkpt":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Latest Chkpt","default":""},"logs":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Logs","default":""},"metrics":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Metrics","default":""},"shared":{"anyOf":[{"type":"boolean"},{"type":"null"}],"title":"Shared","default":false}},"type":"object","required":["id","active","name","description","dataset_id"],"title":"TuneOut","description":"Response model for tuning jobs.\n\nAttributes\n----------\nid : str\n    A unique identifier for the tuning job.\nname : str\n    The name of the tuning job.\ndescription : str\n    A description of the tuning job.\ntask : TuneTask, optional\n    The associated task for the tuning job. Defaults to None.\ndataset : TuneDataset, optional\n    The dataset used for the tuning job. Defaults to None.\nbase_model : TuneBaseModel, optional\n    The base model used for the tuning job. Defaults to None.\nmcad_id : str, optional\n    Identifier for the MCAD job. Defaults to an empty string. TODO: Change this to k8_job_id\nstatus : str, optional\n    The current status of the tuning job. Defaults to an empty string.\nlatest_chkpt : str, optional\n    The filename of the latest checkpoint for the tuning job. Defaults to an empty string.\n\nRaises\n------\nValueError\n    If any required fields are not provided or if they contain invalid values.\n\nExamples\n--------\n>>> tune_job = TuneOut(id='123', name='Tuning Job 1', description='Description of the job')\n>>> tune_job.status\n''"},"TuneStatusOut":{"properties":{"id":{"type":"string","title":"Id"},"active":{"type":"boolean","title":"Active"},"created_by":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Created By","default":""},"created_at":{"anyOf":[{"type":"string","format":"date-time"},{"type":"null"}],"title":"Created At"},"updated_at":{"anyOf":[{"type":"string","format":"date-time"},{"type":"null"}],"title":"Updated At"},"name":{"type":"string","title":"Name"},"description":{"type":"string","title":"Description"},"task":{"anyOf":[{"$ref":"#/components/schemas/TuneTask"},{"type":"null"}]},"dataset_id":{"type":"string","title":"Dataset Id"},"base_model":{"anyOf":[{"$ref":"#/components/schemas/TuneBaseModel"},{"type":"null"}]},"mcad_id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Mcad Id","default":""},"status":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Status","default":""},"latest_chkpt":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Latest Chkpt","default":""},"logs":{"anyOf":[{},{"type":"null"}],"title":"Logs"},"metrics":{"anyOf":[{"items":{"additionalProperties":true,"type":"object"},"type":"array"},{"type":"null"}],"title":"Metrics","default":[]},"shared":{"anyOf":[{"type":"boolean"},{"type":"null"}],"title":"Shared","default":false},"config_json":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Config Json","default":{}},"progress":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Progress"},"logs_presigned_url":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Logs Presigned Url"},"tuning_config":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Tuning Config"},"tuning_config_presigned_url":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Tuning Config Presigned Url"},"train_options":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Train Options","default":{}},"tune_template_id":{"anyOf":[{"type":"string","format":"uuid"},{"type":"null"}],"title":"Tune Template Id"},"model_parameters":{"anyOf":[{},{"type":"null"}],"title":"Model Parameters","default":{}}},"type":"object","required":["id","active","name","description","dataset_id"],"title":"TuneStatusOut","description":"Response model for tuning job status.\n\nAttributes\n----------\nconfig_json : dict, optional\n    JSON configuration for the tuning job. Defaults to an empty dictionary.\nprogress : dict, optional\n    Progress of the tuning job. Defaults to None and is validated before use.\nmetrics : list of dict, optional\n    Metrics related to the tuning job. Defaults to an empty list and is validated before use.\nlogs : Any, optional\n    Logs associated with the tuning job. Defaults to None.\nlogs_presigned_url : str, optional\n    Presigned COS URL for accessing logs. Defaults to None.\ntuning_config: str, optional\n    Tuning config associated with the tuning job. Defaults to None.\ntuning_config_presigned_url: str, optional\n    Presigned COS URL for accessing the tuning config used for the tune. Defaults to None.\ntune_template_id:\n    A unique identifier for the tune template.\nmodel_parameters : dict, optional\n    Tune parameters. Defaults to empty dictionary.\n\nRaises\n------\nValueError\n    If the `progress` or `metrics` fields cannot be parsed into valid JSON objects.\n\nExamples\n--------\n>>> tune_status = TuneStatusOut(\n...     id='123',\n...     name='Tuning Job 1',\n...     description='Description of the job',\n...     progress='{\"total_iterations\": 10, \"complete_iterations\": 5}',\n...     metrics='[{\"accuracy\": 0.85}]'\n... )\n>>> tune_status.progress\n{'total_iterations': 10, 'complete_iterations': 5}\n>>> tune_status.metrics\n[{'accuracy': 0.85}]"},"TuneSubmitIn":{"properties":{"name":{"type":"string","maxLength":30,"minLength":4,"title":"Name","description":"Alphanumeric, no special characters or spaces"},"description":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Description"},"dataset_id":{"type":"string","title":"Dataset Id"},"base_model_id":{"anyOf":[{"type":"string","format":"uuid"},{"type":"null"}],"title":"Base Model Id"},"tune_template_id":{"type":"string","format":"uuid","title":"Tune Template Id"},"model_parameters":{"anyOf":[{},{"type":"null"}],"title":"Model Parameters","default":{}},"train_options":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Train Options","description":"Define options for training","default":{}}},"type":"object","required":["name","dataset_id","tune_template_id"],"title":"TuneSubmitIn","description":"Schema for tune submission."},"TuneSubmitOut":{"properties":{"tune_id":{"type":"string","title":"Tune Id"},"mcad_id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Mcad Id"},"status":{"type":"string","enum":["Pending","Submitted","In_progress","Failed","Finished","Error"],"title":"Status"},"message":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Message"}},"type":"object","required":["tune_id","status"],"title":"TuneSubmitOut","description":"Model for the output of a tuning job submission.\n\nAttributes\n----------\ntune_id : str\n    A unique identifier for the submitted tuning job.\nmcad_id : str, optional\n    Identifier for the MCAD. Defaults to None.\nstatus : {'Pending', 'Submitted', 'In_progress', 'Failed', 'Finished', 'Error'}\n    The current status of the tuning job submission, represented as a literal type.\n    'Pending' - Tune is yet to be submitted to the Kubernetes job\n    'Submitted' - Tune has been submitted to the Kubernetes job\n    'In_progress' -  Tune is currently running\n    'Failed' - Tune encountered an error while running\n    'Error' - Tune never started running due to some error\nmessage : dict, optional\n    Additional information or error messages associated with the submission. Defaults to None.\n\nRaises\n------\nValueError\n    If the `status` is not one of the expected values\n     ('Pending', 'Submitted', 'In_progress', 'Failed', 'Finished', 'Error').\n\nExamples\n--------\n>>> tune_submission = TuneSubmitOut(\n...     tune_id='tune_001',\n...     mcad_id='mcad_001',\n...     status='Pending',\n...     message={\"info\": \"Submission is being processed.\"}\n... )\n>>> tune_submission.status\n'Pending'"},"TuneTask":{"properties":{"id":{"type":"string","format":"uuid","title":"Id"},"name":{"type":"string","title":"Name"}},"type":"object","required":["id","name"],"title":"TuneTask","description":"Model for the Tune Task\n\nAttributes\n----------\nid : uuid.UUID\n    The unique identifier of the TuneTask, generated using `uuid.uuid4()`.\nname : str\n    The name of the TuneTask\n\nRaises\n------\nValueError\n    If any required fields are not provided or if they contain invalid values.\n\n        Examples\n--------\n>>> tunes_task = TuneTask(id=\"123\",name=\"some_name\")\n>>> tunes_task.name\n'some_name'"},"TuneUpdateIn":{"properties":{"name":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Name"},"description":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Description"},"train_options":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Train Options","default":{}}},"type":"object","title":"TuneUpdateIn","description":"Model for updating tuning job details.\n\nAttributes\n----------\nname : str, optional\n    The name of the tuning job. Defaults to None.\ndescription : str, optional\n    A description of the tuning job. Defaults to None.\n\nRaises\n------\nValueError\n    If both `name` and `description` are None and an update is attempted.\n\nExamples\n--------\n>>> update_info = TuneUpdateIn(name='Updated Tune Job', description='Updated description')\n>>> update_info.name\n'Updated Tune Job'"},"TunedModelMlflowMetrics":{"properties":{"id":{"type":"string","title":"Id"},"status":{"type":"string","enum":["FINISHED","NOT_FOUND","ERROR","RUNNING"],"title":"Status"},"runs":{"items":{"$ref":"#/components/schemas/MlflowRunMetrics"},"type":"array","title":"Runs"},"details":{"type":"string","title":"Details"}},"type":"object","required":["id","status","runs","details"],"title":"TunedModelMlflowMetrics","description":"Model for storing metrics of tuned models in MLflow.\n\nAttributes\n----------\nid : str\n    A unique identifier for the tuned model.\nstatus : {'FINISHED', 'NOT_FOUND', 'ERROR', 'RUNNING'}\n    The current status of the tuned model, represented as a literal type.\n    'FINISHED' - Tune has completed succesfully\n    'NOT_FOUND' - Tune not created in the database\n    'ERROR' - Tune encountered error while runnning\n    'RUNNING' - Tune is currently running\nruns: list of dict\n    A list of MlflowRunMetrics associated with the current tune.\ndetails : str\n    Additional details about the tuned model.\n\nRaises\n------\nValueError\n    If the `status` is not one of the expected values ('FINISHED', 'NOT_FOUND', 'ERROR', 'RUNNING')\n      or if required attributes are missing.\n\nExamples\n--------\n>>> model_metrics = TunedModelMlflowMetrics(\n...     id='model_123',\n...     status='FINISHED',\n...     runs=MlflowRunMetrics(\n...         name='Test',\n...         status='FINISHED',\n...         epochs='1',\n...         metrics=[{\"accuracy\": 0.95, \"loss\": 0.05}],\n...     )\n...     details='Trained on dataset XYZ'\n... )\n>>> model_metrics.status\n'FINISHED'"},"TunesAndInferenceModels":{"properties":{"total_records":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Total Records","default":0},"page_count":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Page Count"},"results":{"items":{"$ref":"#/components/schemas/TuneAndInferenceModel"},"type":"array","title":"Results"}},"type":"object","required":["results"],"title":"TunesAndInferenceModels","description":"Response Model for Tunes And Inference Models list\n\nAttributes\n----------\nListResponse : list of TuneAndInferenceModel\n    List of tunes and inference model\n\nExamples\n--------\n>>> tunes_model_response = TunesAndInferenceModels(results=[TuneAndInferenceModel(id='1', name='Tune and Inference Model Job 1', description='First tuning job')])\n>>> tunes_model_response.results[0].name\n'Tune and Inference Model Job 1'"},"TunesOut":{"properties":{"total_records":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Total Records","default":0},"page_count":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Page Count"},"results":{"items":{"$ref":"#/components/schemas/TuneOut"},"type":"array","title":"Results"}},"type":"object","required":["results"],"title":"TunesOut","description":"Response Model for Tunes list\n\nAttributes\n----------\nListResponse : list of TuneOut\n    List of tunes\n\nExamples\n--------\n>>> tunes_response = TunesOut(results=[TuneOut(id='1', name='Tune Job 1', description='First tuning job')])\n>>> tunes_response.results[0].name\n'Tune Job 1'"},"UploadTuneInput":{"properties":{"name":{"type":"string","title":"Name"},"description":{"type":"string","title":"Description"},"tune_config_url":{"type":"string","title":"Tune Config Url"},"tune_checkpoint_url":{"type":"string","title":"Tune Checkpoint Url"},"model_input_data_spec":{"anyOf":[{"items":{"additionalProperties":true,"type":"object"},"type":"array"},{"type":"null"}],"title":"Model Input Data Spec"},"data_connector_config":{"anyOf":[{"items":{"$ref":"#/components/schemas/DataSource"},"type":"array"},{"type":"null"}],"title":"Data Connector Config"},"geoserver_push":{"anyOf":[{"items":{"$ref":"#/components/schemas/GeoServerPush"},"type":"array"},{"type":"null"}],"title":"Geoserver Push"},"post_processing":{"anyOf":[{"additionalProperties":true,"type":"object"},{"type":"null"}],"title":"Post Processing"}},"type":"object","required":["name","description","tune_config_url","tune_checkpoint_url"],"title":"UploadTuneInput"},"V2PipelineCreate":{"properties":{"spatial_domain":{"$ref":"#/components/schemas/SpatialDomain"},"temporal_domain":{"items":{"type":"string"},"type":"array","title":"Temporal Domain"},"model_input_data_spec":{"anyOf":[{"items":{"additionalProperties":true,"type":"object"},"type":"array"},{"type":"null"}],"title":"Model Input Data Spec"},"data_connector_config":{"anyOf":[{"items":{"$ref":"#/components/schemas/DataSource"},"type":"array"},{"type":"null"}],"title":"Data Connector Config"},"geoserver_push":{"anyOf":[{"items":{"$ref":"#/components/schemas/GeoServerPush"},"type":"array"},{"type":"null"}],"title":"Geoserver Push"},"pipeline_steps":{"anyOf":[{"items":{"additionalProperties":true,"type":"object"},"type":"array"},{"type":"null"}],"title":"Pipeline Steps"},"post_processing":{"anyOf":[{"$ref":"#/components/schemas/PostProcessing"},{"type":"null"}]},"fine_tuning_id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Fine Tuning Id"},"maxcc":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Maxcc","default":100},"model_id":{"type":"string","title":"Model Id"},"model_internal_name":{"type":"string","title":"Model Internal Name"},"tune_id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Tune Id"},"request_type":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Request Type","default":"openeo"},"inference_id":{"type":"string","title":"Inference Id"},"description":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Description"},"location":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Location"},"model_access_url":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Model Access Url"},"user":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"User"}},"additionalProperties":true,"type":"object","required":["spatial_domain","model_id","model_internal_name","inference_id"],"title":"V2PipelineCreate"},"ValidationError":{"properties":{"loc":{"items":{"anyOf":[{"type":"string"},{"type":"integer"}]},"type":"array","title":"Location"},"msg":{"type":"string","title":"Message"},"type":{"type":"string","title":"Error Type"}},"type":"object","required":["loc","msg","type"],"title":"ValidationError"}},"securitySchemes":{"HTTPBearer":{"type":"http","scheme":"bearer"},"APIKeyHeader":{"type":"apiKey","in":"header","name":"X-API-Key"}}},"tags":[{"name":"Studio / Authentication","description":"Obtain authentication token."},{"name":"Inference / Models","description":"View information on models available to user.."},{"name":"Inference / Inference","description":"Operations to run inference pipeline."},{"name":"Inference / Data Sources","description":"Operations on layers available for an inference."},{"name":"FineTuning / Tunes"},{"name":"FineTuning / Templates","description":"Operations to run inference pipeline."},{"name":"FineTuning / Datasets"},{"name":"FineTuning / Base models"},{"name":"Studio / Files"},{"name":"Studio / Notifications"},{"name":"Studio / Feedback"}]}
\ No newline at end of file
+{"openapi": "3.1.0", "info": {"title": "fm.geospatial inference APIs", "summary": "Geospatial Studio Inference Gateway APIs.", "version": "2.0.0"}, "paths": {"/v2/auth/api-keys": {"get": {"tags": ["Studio / Authentication"], "summary": "List Apikeys", "description": "Gets an existing api-key or creates a new one if no API-Key exists.", "operationId": "list_apikeys_v2_auth_api_keys_get", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/APIKeyListResponse"}}}}}}, "post": {"tags": ["Studio / Authentication"], "summary": "Generate Apikey Token", "description": "Regenerate API key token.", "operationId": "generate_apikey_token_v2_auth_api_keys_post", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/APIKeyResponseSchema"}}}}}}, "patch": {"tags": ["Studio / Authentication"], "summary": "Apikey Activation", "description": "Activate and deactivate an API Key.", "operationId": "apikey_activation_v2_auth_api_keys_patch", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "apikey_id", "in": "query", "required": true, "schema": {"type": "string", "format": "uuid", "title": "Apikey Id"}}], "requestBody": {"required": true, "content": {"application/json": {"schema": {"$ref": "#/components/schemas/APIKeyUpdateSchema"}}}}, "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/APIKeyResponseSchema"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}, "delete": {"tags": ["Studio / Authentication"], "summary": "Delete Apikey", "description": "Delete an API Key.", "operationId": "delete_apikey_v2_auth_api_keys_delete", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "apikey_id", "in": "query", "required": true, "schema": {"type": "string", "format": "uuid", "title": "Apikey Id"}}], "responses": {"204": {"description": "Successful Response"}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/models": {"post": {"tags": ["Inference / Models"], "summary": "Create Model", "operationId": "create_model_v2_models_post", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "requestBody": {"required": true, "content": {"application/json": {"schema": {"$ref": "#/components/schemas/ModelCreateInput"}}}}, "responses": {"201": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/ModelGetResponse"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}, "get": {"tags": ["Inference / Models"], "summary": "List Models", "operationId": "list_models_v2_models_get", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "internal_name", "in": "query", "required": false, "schema": {"anyOf": [{"type": "string"}, {"type": "null"}], "description": "Filter by the internal name of the model.", "title": "Internal Name"}, "description": "Filter by the internal name of the model."}, {"name": "limit", "in": "query", "required": false, "schema": {"anyOf": [{"type": "integer"}, {"type": "null"}], "description": "The maximum number of items to retrieve.", "default": 25, "title": "Limit"}, "description": "The maximum number of items to retrieve."}, {"name": "skip", "in": "query", "required": false, "schema": {"anyOf": [{"type": "integer"}, {"type": "null"}], "description": "The number of items to skip.", "default": 0, "title": "Skip"}, "description": "The number of items to skip."}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/ModelListResponse"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/models/{model_id}/deploy": {"post": {"tags": ["Inference / Models"], "summary": "Deploy Permanent Model", "operationId": "deploy_permanent_model_v2_models__model_id__deploy_post", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "model_id", "in": "path", "required": true, "schema": {"type": "string", "format": "uuid", "title": "Model Id"}}], "requestBody": {"required": true, "content": {"application/json": {"schema": {"$ref": "#/components/schemas/ModelOnboardingInputSchema"}}}}, "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/models/{model_id}": {"patch": {"tags": ["Inference / Models"], "summary": "Update Model", "operationId": "update_model_v2_models__model_id__patch", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "model_id", "in": "path", "required": true, "schema": {"type": "string", "format": "uuid", "title": "Model Id"}}], "requestBody": {"required": true, "content": {"application/json": {"schema": {"$ref": "#/components/schemas/ModelUpdateInput"}}}}, "responses": {"201": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/ModelGetResponse"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}, "get": {"tags": ["Inference / Models"], "summary": "Get Model", "operationId": "get_model_v2_models__model_id__get", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "model_id", "in": "path", "required": true, "schema": {"type": "string", "format": "uuid", "title": "Model Id"}}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/ModelGetResponse"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}, "delete": {"tags": ["Inference / Models"], "summary": "Delete Model", "operationId": "delete_model_v2_models__model_id__delete", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "model_id", "in": "path", "required": true, "schema": {"type": "string", "format": "uuid", "title": "Model Id"}}], "responses": {"204": {"description": "Successful Response"}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/inference": {"post": {"tags": ["Inference / Inference"], "summary": "Create Inference", "operationId": "create_inference_v2_inference_post", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "requestBody": {"required": true, "content": {"application/json": {"schema": {"$ref": "#/components/schemas/InferenceCreateInput"}}}}, "responses": {"201": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/InferenceGetResponse"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}, "get": {"tags": ["Inference / Inference"], "summary": "List Inferences", "operationId": "list_inferences_v2_inference_get", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "model_id", "in": "query", "required": false, "schema": {"anyOf": [{"type": "string", "format": "uuid"}, {"type": "null"}], "description": "Inference model option.", "title": "Model Id"}, "description": "Inference model option."}, {"name": "tune_id", "in": "query", "required": false, "schema": {"anyOf": [{"type": "string"}, {"type": "null"}], "description": "Tune id option.", "title": "Tune Id"}, "description": "Tune id option."}, {"name": "created_by", "in": "query", "required": false, "schema": {"anyOf": [{"type": "string"}, {"type": "null"}], "description": "Email of user who created inference", "title": "Created By"}, "description": "Email of user who created inference"}, {"name": "location", "in": "query", "required": false, "schema": {"anyOf": [{"type": "string"}, {"type": "null"}], "description": "Location where the insference use ", "title": "Location"}, "description": "Location where the insference use "}, {"name": "saved", "in": "query", "required": false, "schema": {"anyOf": [{"type": "boolean"}, {"type": "null"}], "description": "Filter pre-computed demo examples", "title": "Saved"}, "description": "Filter pre-computed demo examples"}, {"name": "limit", "in": "query", "required": false, "schema": {"anyOf": [{"type": "integer"}, {"type": "null"}], "description": "The maximum number of items to retrieve.", "default": 25, "title": "Limit"}, "description": "The maximum number of items to retrieve."}, {"name": "skip", "in": "query", "required": false, "schema": {"anyOf": [{"type": "integer"}, {"type": "null"}], "description": "The number of items to skip.", "default": 0, "title": "Skip"}, "description": "The number of items to skip."}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/gfmstudio__inference__v2__schemas__InferenceListResponse"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/data-advice/{data_connector}": {"post": {"tags": ["Inference / Inference"], "summary": "Check Data Availability", "description": "Query data-advisor service to check data availability before running an inference.", "operationId": "check_data_availability_v2_data_advice__data_connector__post", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "data_connector", "in": "path", "required": true, "schema": {"type": "string", "title": "Data Connector"}}], "requestBody": {"required": true, "content": {"application/json": {"schema": {"$ref": "#/components/schemas/gfmstudio__inference__schemas__DataAdvisorRequestSchema"}}}}, "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}, "get": {"tags": ["Inference / Inference"], "summary": "List Data Source Collections", "description": "Query data-advisor service to list the collections available for a specific data source.", "operationId": "list_data_source_collections_v2_data_advice__data_connector__get", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "data_connector", "in": "path", "required": true, "schema": {"type": "string", "title": "Data Connector"}}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/inference/{inference_id}": {"get": {"tags": ["Inference / Inference"], "summary": "Retrieve Inference", "operationId": "retrieve_inference_v2_inference__inference_id__get", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "inference_id", "in": "path", "required": true, "schema": {"type": "string", "format": "uuid", "title": "Inference Id"}}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/InferenceGetResponse"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}, "delete": {"tags": ["Inference / Inference"], "summary": "Delete Inference", "operationId": "delete_inference_v2_inference__inference_id__delete", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "inference_id", "in": "path", "required": true, "schema": {"type": "string", "format": "uuid", "title": "Inference Id"}}], "responses": {"204": {"description": "Successful Response"}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/inference/{inference_id}/tasks": {"get": {"tags": ["Inference / Inference"], "summary": "Get Inference Tasks", "operationId": "get_inference_tasks_v2_inference__inference_id__tasks_get", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "inference_id", "in": "path", "required": true, "schema": {"type": "string", "format": "uuid", "title": "Inference Id"}}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/InferenceTasksListResponse"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/inference/{inference_id}/cancel": {"post": {"tags": ["Inference / Inference"], "summary": "Cancel Inference", "operationId": "cancel_inference_v2_inference__inference_id__cancel_post", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "inference_id", "in": "path", "required": true, "schema": {"type": "string", "format": "uuid", "title": "Inference Id"}}], "responses": {"202": {"description": "Successful Response", "content": {"application/json": {"schema": {}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/tasks/{task_id}/output": {"get": {"tags": ["Inference / Inference"], "summary": "Get Tasks Output Url", "operationId": "get_tasks_output_url_v2_tasks__task_id__output_get", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "task_id", "in": "path", "required": true, "schema": {"type": "string", "title": "Task Id"}}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/tasks/{task_id}/logs/{step_id}": {"get": {"tags": ["Inference / Inference"], "summary": "Get Task Step Logs", "operationId": "get_task_step_logs_v2_tasks__task_id__logs__step_id__get", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "task_id", "in": "path", "required": true, "schema": {"type": "string", "title": "Task Id"}}, {"name": "step_id", "in": "path", "required": true, "schema": {"type": "string", "title": "Step Id"}}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/data-sources": {"get": {"tags": ["Inference / Data Sources"], "summary": "List Data Sources", "operationId": "list_data_sources_v2_data_sources_get", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "connector", "in": "query", "required": false, "schema": {"anyOf": [{"type": "string"}, {"type": "null"}], "description": "Filter by data connector type.", "title": "Connector"}, "description": "Filter by data connector type."}, {"name": "collection", "in": "query", "required": false, "schema": {"anyOf": [{"type": "string"}, {"type": "null"}], "description": "Filter by collection.", "title": "Collection"}, "description": "Filter by collection."}, {"name": "limit", "in": "query", "required": false, "schema": {"anyOf": [{"type": "integer"}, {"type": "null"}], "description": "The maximum number of items to retrieve.", "default": 25, "title": "Limit"}, "description": "The maximum number of items to retrieve."}, {"name": "skip", "in": "query", "required": false, "schema": {"anyOf": [{"type": "integer"}, {"type": "null"}], "description": "The number of items to skip.", "default": 0, "title": "Skip"}, "description": "The number of items to skip."}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/DataSourceListResponse"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/notifications/{event_id}": {"get": {"tags": ["Studio / Notifications"], "summary": "List Webhooks", "operationId": "list_webhooks_v2_notifications__event_id__get", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "event_id", "in": "path", "required": true, "schema": {"type": "string", "format": "uuid", "title": "Event Id"}}, {"name": "source", "in": "query", "required": false, "schema": {"anyOf": [{"type": "string"}, {"type": "null"}], "description": "The service that generated the webhook event.", "title": "Source"}, "description": "The service that generated the webhook event."}, {"name": "limit", "in": "query", "required": false, "schema": {"anyOf": [{"type": "integer"}, {"type": "null"}], "description": "The maximum number of items to retrieve.", "default": 25, "title": "Limit"}, "description": "The maximum number of items to retrieve."}, {"name": "skip", "in": "query", "required": false, "schema": {"anyOf": [{"type": "integer"}, {"type": "null"}], "description": "The number of items to skip.", "default": 0, "title": "Skip"}, "description": "The number of items to skip."}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/NotificationListResponse"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/notifications": {"post": {"tags": ["Studio / Notifications"], "summary": "Receive Webhook", "operationId": "receive_webhook_v2_notifications_post", "requestBody": {"content": {"application/json": {"schema": {"$ref": "#/components/schemas/NotificationCreate"}}}, "required": true}, "responses": {"201": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/NotificationGetResponse"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}, "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}]}}, "/v2/file-share": {"get": {"tags": ["Studio / Files"], "summary": "Get Fileshare Presigned Urls", "description": "Generate presigned urls for sharing files i.e uploading and downloading files.", "operationId": "get_fileshare_presigned_urls_v2_file_share_get", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "object_name", "in": "query", "required": true, "schema": {"type": "string", "minLength": 6, "maxLength": 60, "pattern": "^[a-zA-Z0-9-_]+.[a-z]+$", "description": "Object name/id of the uploaded file", "title": "Object Name"}, "description": "Object name/id of the uploaded file"}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/FilesShareOut"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v1/inference/": {"get": {"tags": ["Inference / Inference"], "summary": "List Inferences", "operationId": "list_inferences_v1_inference__get", "deprecated": true, "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "model_id", "in": "query", "required": false, "schema": {"anyOf": [{"type": "string", "format": "uuid"}, {"type": "null"}], "description": "Inference model option.", "title": "Model Id"}, "description": "Inference model option."}, {"name": "created_by", "in": "query", "required": false, "schema": {"anyOf": [{"type": "string"}, {"type": "null"}], "description": "Email of user who created inference or system@ibm.com", "title": "Created By"}, "description": "Email of user who created inference or system@ibm.com"}, {"name": "location", "in": "query", "required": false, "schema": {"anyOf": [{"type": "string"}, {"type": "null"}], "description": "Location where the insference use ", "title": "Location"}, "description": "Location where the insference use "}, {"name": "saved", "in": "query", "required": false, "schema": {"anyOf": [{"type": "boolean"}, {"type": "null"}], "description": "Filter by name contains", "title": "Saved"}, "description": "Filter by name contains"}, {"name": "limit", "in": "query", "required": false, "schema": {"anyOf": [{"type": "integer"}, {"type": "null"}], "description": "The maximum number of items to retrieve.", "default": 25, "title": "Limit"}, "description": "The maximum number of items to retrieve."}, {"name": "skip", "in": "query", "required": false, "schema": {"anyOf": [{"type": "integer"}, {"type": "null"}], "description": "The number of items to skip.", "default": 0, "title": "Skip"}, "description": "The number of items to skip."}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/gfmstudio__inference__v1__schemas__InferenceListResponse"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v1/data-advice": {"post": {"tags": ["Inference / Inference"], "summary": "Check Data Availability", "description": "Query data-advisor service to check data availability before running an inference.", "operationId": "check_data_availability_v1_data_advice_post", "requestBody": {"content": {"application/json": {"schema": {"$ref": "#/components/schemas/gfmstudio__inference__v1__schemas__DataAdvisorRequestSchema"}}}, "required": true}, "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}, "deprecated": true, "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}]}}, "/v1/async/inference/": {"post": {"tags": ["Inference / Inference"], "summary": "Create Inference Async", "description": "Run an inference with EIS, URLs, or Images Asynchronously.\n\nWhen running inferences using this endpoint. The inference saved based on your payload,\nan inference job is scheduled and an the API returns a 201_CREATED response with response data.\n\nOn UI clients, you may use server sent events to listen for inference notification i.e:\n\n    `/v1/async/notify/{event_id}\n\nYou can find the `event_id` from the response of an inference run.\n\n**Example Schemas**\n\n1. EIS example:\n    ```\n    {\n        \"request_type\": \"eis\",\n        \"model_id\": \"prithvi-vit-300m-hls2-us-fire-scars\",\n        \"bbox\":  [-121.9, 39.5, -121.5, 40],\n        \"start_date\": \"2022-12-20\",\n        \"end_date\": \"2022-12-21\"\n    }\n    ```\n\n2. URL example:\n\n    **NOTE:** Need to generate new pre-signed URLS due to expiration\n\n    ```\n    {\n        \"request_type\": \"url\",\n        \"model_id\": \"prithvi-vit-300m-hls2-us-fire-scars\",\n        \"urls\": [\"https://s3.us-south.cloud-object-storage.appdomain.cloud/gfm-inference-outputs/HLS.L30.T14RMS.202208.B02-B07.stacked_float32.tif?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=a8ebfe8dbb0449babe346dad8bf5e345%2F20230711%2Fus-south%2Fs3%2Faws4_request&X-Amz-Date=20230711T031946Z&X-Amz-Expires=43200&X-Amz-SignedHeaders=host&X-Amz-Signature=6dfe2570be02ba61418e3febb610fd63e9ce033f62b064dfb527a5e8e420ef2b\"],\n    }\n    ```", "operationId": "create_inference_async_v1_async_inference__post", "requestBody": {"content": {"application/json": {"schema": {"$ref": "#/components/schemas/InferenceRequestSchema"}}}, "required": true}, "responses": {"201": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/InferenceResponse"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}, "deprecated": true, "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}]}}, "/v1/inference/{item_id}": {"get": {"tags": ["Inference / Inference"], "summary": "Get Inference", "operationId": "get_inference_v1_inference__item_id__get", "deprecated": true, "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "item_id", "in": "path", "required": true, "schema": {"type": "string", "format": "uuid", "title": "Item Id"}}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/InferenceResponse"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v1/models/": {"get": {"tags": ["Inference / Models"], "summary": "List Models", "operationId": "list_models_v1_models__get", "deprecated": true, "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "limit", "in": "query", "required": false, "schema": {"anyOf": [{"type": "integer"}, {"type": "null"}], "description": "The maximum number of items to retrieve.", "default": 25, "title": "Limit"}, "description": "The maximum number of items to retrieve."}, {"name": "custom_model_id", "in": "query", "required": false, "schema": {"anyOf": [{"type": "string"}, {"type": "null"}], "description": "The custom id of an exterbally fine-tuned model that was onboarded.", "title": "Custom Model Id"}, "description": "The custom id of an exterbally fine-tuned model that was onboarded."}, {"name": "skip", "in": "query", "required": false, "schema": {"anyOf": [{"type": "integer"}, {"type": "null"}], "description": "The number of items to skip.", "default": 0, "title": "Skip"}, "description": "The number of items to skip."}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/ModelUseCaseListResponse"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}, "post": {"tags": ["Inference / Models"], "summary": "Create Model Metadata", "operationId": "create_model_metadata_v1_models__post", "deprecated": true, "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "requestBody": {"required": true, "content": {"application/json": {"schema": {"$ref": "#/components/schemas/ModelUseCaseRequestSchema"}}}}, "responses": {"201": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/ModelUseCaseResponse"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v1/models/{model_id}/status": {"get": {"tags": ["Inference / Models"], "summary": "Check Model Status", "operationId": "check_model_status_v1_models__model_id__status_get", "deprecated": true, "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "model_id", "in": "path", "required": true, "schema": {"type": "string", "format": "uuid", "title": "Model Id"}}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/ModelUseCaseStatusResponse"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v1/models/{model_id}": {"get": {"tags": ["Inference / Models"], "summary": "Get Model", "operationId": "get_model_v1_models__model_id__get", "deprecated": true, "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "model_id", "in": "path", "required": true, "schema": {"type": "string", "format": "uuid", "title": "Model Id"}}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/ModelUseCaseResponse"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}, "put": {"tags": ["Inference / Models"], "summary": "Update Model Usecase", "operationId": "update_model_usecase_v1_models__model_id__put", "deprecated": true, "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "model_id", "in": "path", "required": true, "schema": {"type": "string", "format": "uuid", "title": "Model Id"}}], "requestBody": {"required": true, "content": {"application/json": {"schema": {"$ref": "#/components/schemas/ModelUseCaseRequestSchema"}}}}, "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/ModelUseCaseResponse"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}, "delete": {"tags": ["Inference / Models"], "summary": "Delete Model", "operationId": "delete_model_v1_models__model_id__delete", "deprecated": true, "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "model_id", "in": "path", "required": true, "schema": {"type": "string", "format": "uuid", "title": "Model Id"}}], "responses": {"204": {"description": "Successful Response"}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/tunes-and-models": {"get": {"tags": ["FineTuning / Tunes"], "summary": "List Tunes And Models", "description": "Endpoint to list fine tuning jobs", "operationId": "list_tunes_and_models_v2_tunes_and_models_get", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "type", "in": "query", "required": false, "schema": {"enum": ["Tune", "Model"], "type": "string", "description": "Filter by Tune or Model.", "title": "Type"}, "description": "Filter by Tune or Model."}, {"name": "shared", "in": "query", "required": false, "schema": {"anyOf": [{"type": "boolean"}, {"type": "null"}], "description": "Filter by shared tunes/models.", "title": "Shared"}, "description": "Filter by shared tunes/models."}, {"name": "name", "in": "query", "required": false, "schema": {"anyOf": [{"type": "string"}, {"type": "null"}], "description": "Filter by the name of the tune/model.", "title": "Name"}, "description": "Filter by the name of the tune/model."}, {"name": "status", "in": "query", "required": false, "schema": {"anyOf": [{"type": "array", "items": {}}, {"type": "null"}], "description": "Filter by more than one status of the tune/model in a list.", "title": "Status"}, "description": "Filter by more than one status of the tune/model in a list."}, {"name": "limit", "in": "query", "required": false, "schema": {"anyOf": [{"type": "integer"}, {"type": "null"}], "description": "The maximum number of items to retrieve.", "default": 25, "title": "Limit"}, "description": "The maximum number of items to retrieve."}, {"name": "skip", "in": "query", "required": false, "schema": {"anyOf": [{"type": "integer"}, {"type": "null"}], "description": "The number of items to skip.", "default": 0, "title": "Skip"}, "description": "The number of items to skip."}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/TunesAndInferenceModels"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/tunes": {"get": {"tags": ["FineTuning / Tunes"], "summary": "List Tunes", "description": "Endpoint to list fine tuning jobs", "operationId": "list_tunes_v2_tunes_get", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "shared", "in": "query", "required": false, "schema": {"anyOf": [{"type": "boolean"}, {"type": "null"}], "description": "Filter by shared tunes.", "title": "Shared"}, "description": "Filter by shared tunes."}, {"name": "name", "in": "query", "required": false, "schema": {"anyOf": [{"type": "string"}, {"type": "null"}], "description": "Filter by the name of the tune.", "title": "Name"}, "description": "Filter by the name of the tune."}, {"name": "status", "in": "query", "required": false, "schema": {"anyOf": [{"type": "string"}, {"type": "null"}], "description": "Filter by the status of the tune.", "title": "Status"}, "description": "Filter by the status of the tune."}, {"name": "limit", "in": "query", "required": false, "schema": {"anyOf": [{"type": "integer"}, {"type": "null"}], "description": "The maximum number of items to retrieve.", "default": 25, "title": "Limit"}, "description": "The maximum number of items to retrieve."}, {"name": "skip", "in": "query", "required": false, "schema": {"anyOf": [{"type": "integer"}, {"type": "null"}], "description": "The number of items to skip.", "default": 0, "title": "Skip"}, "description": "The number of items to skip."}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/TunesOut"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/tunes/{tune_id}": {"get": {"tags": ["FineTuning / Tunes"], "summary": "Retrieve Tune", "description": "Endpoint to retrieve tune by id.\nIf the tune's status is Failed, a pre-signed url for the logs is generated.", "operationId": "retrieve_tune_v2_tunes__tune_id__get", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "tune_id", "in": "path", "required": true, "schema": {"type": "string", "title": "Tune Id"}}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/TuneStatusOut"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}, "patch": {"tags": ["FineTuning / Tunes"], "summary": "Update Tune", "description": "Endpoint to update tune in the database", "operationId": "update_tune_v2_tunes__tune_id__patch", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "tune_id", "in": "path", "required": true, "schema": {"type": "string", "title": "Tune Id"}}], "requestBody": {"required": true, "content": {"application/json": {"schema": {"$ref": "#/components/schemas/TuneUpdateIn"}}}}, "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}, "delete": {"tags": ["FineTuning / Tunes"], "summary": "Delete Tune", "description": "Endpoint to delete a tune", "operationId": "delete_tune_v2_tunes__tune_id__delete", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "tune_id", "in": "path", "required": true, "schema": {"type": "string", "title": "Tune Id"}}], "responses": {"204": {"description": "Successful Response"}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/submit-tune": {"post": {"tags": ["FineTuning / Tunes"], "summary": "Submit Tune", "description": "Endpoint to submit tune.", "operationId": "submit_tune_v2_submit_tune_post", "requestBody": {"content": {"application/json": {"schema": {"$ref": "#/components/schemas/TuneSubmitIn"}}}, "required": true}, "responses": {"201": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/TuneSubmitOut"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}, "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}]}}, "/v2/upload-completed-tunes": {"post": {"tags": ["FineTuning / Tunes"], "summary": "Upload Tune", "operationId": "upload_tune_v2_upload_completed_tunes_post", "requestBody": {"content": {"application/json": {"schema": {"$ref": "#/components/schemas/UploadTuneInput"}}}, "required": true}, "responses": {"201": {"description": "Successful Response", "content": {"application/json": {"schema": {}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}, "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}]}}, "/v2/submit-hpo-tune": {"post": {"tags": ["FineTuning / Tunes"], "summary": "Submit Hpo Tune Yaml", "description": "Submit HPO tuning job using YAML configuration file.", "operationId": "submit_hpo_tune_yaml_v2_submit_hpo_tune_post", "requestBody": {"content": {"multipart/form-data": {"schema": {"$ref": "#/components/schemas/Body_submit_hpo_tune_yaml_v2_submit_hpo_tune_post"}}}, "required": true}, "responses": {"201": {"description": "Successful Response", "content": {"application/json": {"schema": {}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}, "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}]}}, "/v2/tunes/{tune_id}/try-out": {"post": {"tags": ["FineTuning / Tunes"], "summary": "Try Tuned Model", "description": "Endpoint to try-out inference on a tune without deploying the model.", "operationId": "try_tuned_model_v2_tunes__tune_id__try_out_post", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "tune_id", "in": "path", "required": true, "schema": {"type": "string", "title": "Tune Id"}}], "requestBody": {"required": true, "content": {"application/json": {"schema": {"$ref": "#/components/schemas/TryOutTuneInput"}}}}, "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/InferenceGetResponse"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/tunes/{tune_id}/download": {"get": {"tags": ["FineTuning / Tunes"], "summary": "Download Tune", "description": "Endpoint to download tune", "operationId": "download_tune_v2_tunes__tune_id__download_get", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "tune_id", "in": "path", "required": true, "schema": {"type": "string", "title": "Tune Id"}}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/TuneDownloadOut"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/tunes/{tune_id}/metrics": {"get": {"tags": ["FineTuning / Tunes"], "summary": "Mlflow Metrics", "description": "Endpoint to get mlflow metrics per tune", "operationId": "mlflow_metrics_v2_tunes__tune_id__metrics_get", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "tune_id", "in": "path", "required": true, "schema": {"type": "string", "title": "Tune Id"}}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/TunedModelMlflowMetrics"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/base-models": {"get": {"tags": ["FineTuning / Base models"], "summary": "Get Bases", "description": "Endpoint to list all base models", "operationId": "get_bases_v2_base_models_get", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "shared", "in": "query", "required": false, "schema": {"anyOf": [{"type": "boolean"}, {"type": "null"}], "description": "Filter by shared tunes.", "title": "Shared"}, "description": "Filter by shared tunes."}, {"name": "name", "in": "query", "required": false, "schema": {"anyOf": [{"type": "string"}, {"type": "null"}], "description": "Filter by the name of the base model.", "title": "Name"}, "description": "Filter by the name of the base model."}, {"name": "status", "in": "query", "required": false, "schema": {"anyOf": [{"type": "array", "items": {}}, {"type": "null"}], "description": "Filter by the status of the base model.", "title": "Status"}, "description": "Filter by the status of the base model."}, {"name": "model_category", "in": "query", "required": false, "schema": {"anyOf": [{"$ref": "#/components/schemas/ModelCategory"}, {"type": "null"}], "description": "Filter by model_category. Options[prithvi, terramind, clay, dofa, resnet, convnext]", "title": "Model Category"}, "description": "Filter by model_category. Options[prithvi, terramind, clay, dofa, resnet, convnext]"}, {"name": "limit", "in": "query", "required": false, "schema": {"anyOf": [{"type": "integer"}, {"type": "null"}], "description": "The maximum number of items to retrieve.", "default": 25, "title": "Limit"}, "description": "The maximum number of items to retrieve."}, {"name": "skip", "in": "query", "required": false, "schema": {"anyOf": [{"type": "integer"}, {"type": "null"}], "description": "The number of items to skip.", "default": 0, "title": "Skip"}, "description": "The number of items to skip."}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/BaseModelsOut"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}, "post": {"tags": ["FineTuning / Base models"], "summary": "Create Base Model", "description": "Endpoint to create base model", "operationId": "create_base_model_v2_base_models_post", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "requestBody": {"required": true, "content": {"application/json": {"schema": {"$ref": "#/components/schemas/BaseModelsIn"}}}}, "responses": {"201": {"description": "Successful Response", "content": {"application/json": {"schema": {}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/base-models/{base_id}": {"get": {"tags": ["FineTuning / Base models"], "summary": "Get Base By Id", "description": "Endpoint to get base model by id", "operationId": "get_base_by_id_v2_base_models__base_id__get", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "base_id", "in": "path", "required": true, "schema": {"type": "string", "title": "Base Id"}}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/BaseModelOut"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/base-models/{base_id}/model-params": {"patch": {"tags": ["FineTuning / Base models"], "summary": "Get Base Model Params", "description": "Endpoint to get base model params", "operationId": "get_base_model_params_v2_base_models__base_id__model_params_patch", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "base_id", "in": "path", "required": true, "schema": {"type": "string", "title": "Base Id"}}], "requestBody": {"required": true, "content": {"application/json": {"schema": {"$ref": "#/components/schemas/BaseModelParamsIn"}}}}, "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/BaseModelParamsOut"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/tune-templates": {"get": {"tags": ["FineTuning / Templates"], "summary": "List Tune Templates", "description": "Endpoint to get tuning templates", "operationId": "list_tune_templates_v2_tune_templates_get", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "name", "in": "query", "required": false, "schema": {"anyOf": [{"type": "string"}, {"type": "null"}], "description": "Filter by the name of the tune template.", "title": "Name"}, "description": "Filter by the name of the tune template."}, {"name": "model_category", "in": "query", "required": false, "schema": {"anyOf": [{"$ref": "#/components/schemas/ModelCategory"}, {"type": "null"}], "description": "Filter by model_category. Options[prithvi, terramind, clay, dofa, resnet, convnext]", "title": "Model Category"}, "description": "Filter by model_category. Options[prithvi, terramind, clay, dofa, resnet, convnext]"}, {"name": "limit", "in": "query", "required": false, "schema": {"anyOf": [{"type": "integer"}, {"type": "null"}], "description": "The maximum number of items to retrieve.", "default": 25, "title": "Limit"}, "description": "The maximum number of items to retrieve."}, {"name": "skip", "in": "query", "required": false, "schema": {"anyOf": [{"type": "integer"}, {"type": "null"}], "description": "The number of items to skip.", "default": 0, "title": "Skip"}, "description": "The number of items to skip."}, {"name": "purpose", "in": "query", "required": false, "schema": {"anyOf": [{"type": "string"}, {"type": "null"}], "description": "Filter by this tune template purpose", "title": "Purpose"}, "description": "Filter by this tune template purpose"}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/TasksOut"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}, "post": {"tags": ["FineTuning / Templates"], "summary": "Create Tasks", "description": "Endpoint to create a task", "operationId": "create_tasks_v2_tune_templates_post", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "requestBody": {"required": true, "content": {"application/json": {"schema": {"$ref": "#/components/schemas/TaskIn"}}}}, "responses": {"201": {"description": "Successful Response", "content": {"application/json": {"schema": {}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/tune-templates/{task_id}": {"get": {"tags": ["FineTuning / Templates"], "summary": "Retrieve Task", "description": "Endpoint to retrieve a task", "operationId": "retrieve_task_v2_tune_templates__task_id__get", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "task_id", "in": "path", "required": true, "schema": {"type": "string", "format": "uuid", "title": "Task Id"}}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/TaskOut"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}, "delete": {"tags": ["FineTuning / Templates"], "summary": "Delete Tune Template", "description": "Endpoint to delete a task", "operationId": "delete_tune_template_v2_tune_templates__task_id__delete", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "task_id", "in": "path", "required": true, "schema": {"type": "string", "format": "uuid", "title": "Task Id"}}], "responses": {"204": {"description": "Successful Response"}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/tune-templates/{task_id}/template": {"get": {"tags": ["FineTuning / Templates"], "summary": "Get Task Content Template", "description": "Endpoint that shows the template string as Python file with placeholders like `${varname}`", "operationId": "get_task_content_template_v2_tune_templates__task_id__template_get", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "task_id", "in": "path", "required": true, "schema": {"type": "string", "format": "uuid", "title": "Task Id"}}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}, "put": {"tags": ["FineTuning / Templates"], "summary": "Update Task Contents With File", "description": "Endpoint to upload a task file to the database", "operationId": "update_task_contents_with_file_v2_tune_templates__task_id__template_put", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "task_id", "in": "path", "required": true, "schema": {"type": "string", "format": "uuid", "title": "Task Id"}}], "requestBody": {"required": true, "content": {"multipart/form-data": {"schema": {"$ref": "#/components/schemas/Body_update_task_contents_with_file_v2_tune_templates__task_id__template_put"}}}}, "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/tune-templates/{task_id}/schema": {"put": {"tags": ["FineTuning / Templates"], "summary": "Update Task Schema", "description": "Endpoint that allows to update the JSONSchema of a task.", "operationId": "update_task_schema_v2_tune_templates__task_id__schema_put", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "task_id", "in": "path", "required": true, "schema": {"type": "string", "format": "uuid", "title": "Task Id"}}], "requestBody": {"required": true, "content": {"application/json": {"schema": {"title": "Task Schema"}}}}, "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/tune-templates/{task_id}/test-render": {"get": {"tags": ["FineTuning / Templates"], "summary": "Check Task Content Rendered With Defaults", "description": "Endpoint that checks that the the task renders correctly", "operationId": "check_task_content_rendered_with_defaults_v2_tune_templates__task_id__test_render_get", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "task_id", "in": "path", "required": true, "schema": {"type": "string", "format": "uuid", "title": "Task Id"}}, {"name": "dataset_id", "in": "query", "required": true, "schema": {"title": "Dataset Id"}}, {"name": "base_model", "in": "query", "required": true, "schema": {"title": "Base Model"}}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/tune-templates/{task_id}/test-render-user-defined-task": {"get": {"tags": ["FineTuning / Templates"], "summary": "Check User Defined Task Content Rendered With Defaults", "description": "Endpoint that checks that the user defined task renders correctly", "operationId": "check_user_defined_task_content_rendered_with_defaults_v2_tune_templates__task_id__test_render_user_defined_task_get", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "task_id", "in": "path", "required": true, "schema": {"type": "string", "format": "uuid", "title": "Task Id"}}, {"name": "dataset_id", "in": "query", "required": true, "schema": {"title": "Dataset Id"}}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/datasets": {"get": {"tags": ["FineTuning / Datasets"], "summary": "List Datasets", "operationId": "list_datasets_v2_datasets_get", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "dataset_name", "in": "query", "required": false, "schema": {"anyOf": [{"type": "string"}, {"type": "null"}], "description": "Filter by this dataset name.", "title": "Dataset Name"}, "description": "Filter by this dataset name."}, {"name": "purpose", "in": "query", "required": false, "schema": {"anyOf": [{"type": "array", "items": {}}, {"type": "null"}], "description": "Filter by this dataset purpose.", "title": "Purpose"}, "description": "Filter by this dataset purpose."}, {"name": "status", "in": "query", "required": false, "schema": {"anyOf": [{"type": "string"}, {"type": "null"}], "description": "Filter by this dataset status", "title": "Status"}, "description": "Filter by this dataset status"}, {"name": "summary", "in": "query", "required": false, "schema": {"type": "boolean", "description": "Flag to return summary of datasets or full view", "default": false, "title": "Summary"}, "description": "Flag to return summary of datasets or full view"}, {"name": "limit", "in": "query", "required": false, "schema": {"anyOf": [{"type": "integer"}, {"type": "null"}], "description": "The maximum number of items to retrieve.", "default": 25, "title": "Limit"}, "description": "The maximum number of items to retrieve."}, {"name": "skip", "in": "query", "required": false, "schema": {"anyOf": [{"type": "integer"}, {"type": "null"}], "description": "The number of items to skip.", "default": 0, "title": "Skip"}, "description": "The number of items to skip."}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"anyOf": [{"$ref": "#/components/schemas/GeoDatasetsResponseSchemaV2"}, {"$ref": "#/components/schemas/DatasetsSummaryResponseSchema"}], "title": "Response List Datasets V2 Datasets Get"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/datasets/pre-scan": {"post": {"tags": ["FineTuning / Datasets"], "summary": "Pre Scan Dataset", "description": "Endpoint to pre_scan dataset and return bands and band descriptions.\nThis endpoint only supports .zip files.", "operationId": "pre_scan_dataset_v2_datasets_pre_scan_post", "requestBody": {"content": {"application/json": {"schema": {"$ref": "#/components/schemas/GeoDatasetPreScanRequestSchemaV2"}}}, "required": true}, "responses": {"201": {"description": "Successful Response", "content": {"application/json": {"schema": {}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}, "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}]}}, "/v2/datasets/{dataset_id}/sample": {"get": {"tags": ["FineTuning / Datasets"], "summary": "Get Sample Images", "description": "Endpoint for obtaining urls to a selection of onboarded images.", "operationId": "get_sample_images_v2_datasets__dataset_id__sample_get", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "dataset_id", "in": "path", "required": true, "schema": {"type": "string", "title": "Dataset Id"}}, {"name": "sample_count", "in": "query", "required": false, "schema": {"type": "integer", "description": "The number of images and labels returned", "default": 5, "title": "Sample Count"}, "description": "The number of images and labels returned"}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/datasets/{dataset_id}": {"patch": {"tags": ["FineTuning / Datasets"], "summary": "Update Dataset Metadata", "description": "Endpoint for editing the metadata", "operationId": "update_dataset_metadata_v2_datasets__dataset_id__patch", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "dataset_id", "in": "path", "required": true, "schema": {"type": "string", "title": "Dataset Id"}}], "requestBody": {"required": true, "content": {"application/json": {"schema": {"$ref": "#/components/schemas/GeoDatasetMetadataUpdateSchema"}}}}, "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}, "get": {"tags": ["FineTuning / Datasets"], "summary": "Retrieve Dataset", "description": "Endpoint for obtaining dataset metadata", "operationId": "retrieve_dataset_v2_datasets__dataset_id__get", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "dataset_id", "in": "path", "required": true, "schema": {"type": "string", "title": "Dataset Id"}}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}, "delete": {"tags": ["FineTuning / Datasets"], "summary": "Delete Dataset", "description": "Endpoint for deleting the dataset", "operationId": "delete_dataset_v2_datasets__dataset_id__delete", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "dataset_id", "in": "path", "required": true, "schema": {"type": "string", "title": "Dataset Id"}}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/datasets/onboard": {"post": {"tags": ["FineTuning / Datasets"], "summary": "Onboard Dataset", "description": "Onboard dataset to the studio", "operationId": "onboard_dataset_v2_datasets_onboard_post", "requestBody": {"content": {"application/json": {"schema": {"$ref": "#/components/schemas/GeoDatasetRequestSchemaV2"}}}, "required": true}, "responses": {"201": {"description": "Successful Response", "content": {"application/json": {"schema": {}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}, "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}]}}, "/v2/amo-tasks/{model_id}": {"get": {"tags": ["Inference / Models"], "summary": "Retrieve Amo Task", "description": "Check the status of a background task.", "operationId": "retrieve_amo_task_v2_amo_tasks__model_id__get", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "model_id", "in": "path", "required": true, "schema": {"type": "string", "title": "Model Id"}}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}, "delete": {"tags": ["Inference / Models"], "summary": "Offboard Inference Model", "operationId": "offboard_inference_model_v2_amo_tasks__model_id__delete", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "model_id", "in": "path", "required": true, "schema": {"type": "string", "title": "Model Id"}}], "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}, "/v2/amo-tasks": {"post": {"tags": ["Inference / Models"], "summary": "Onboard Inference Model", "operationId": "onboard_inference_model_v2_amo_tasks_post", "requestBody": {"content": {"application/json": {"schema": {"$ref": "#/components/schemas/OnboardModelRequest"}}}, "required": true}, "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}, "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}]}}, "/issue": {"get": {"tags": ["Studio / Feedback"], "summary": "Get Issues", "operationId": "get_issues_issue_get", "responses": {"200": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/IssueListResponse"}}}}}, "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}]}, "post": {"tags": ["Studio / Feedback"], "summary": "Post Issue", "description": "Report issues and feedback using this api.\n\nThe `issuetype` entry has a few accepted types as discussed below\u2026\n\n**Example Schemas**\n\n1. **Task**: Task issue type is used to track a piece of work that needs to be completed within a project, but\n  doesn't necessarily correspond to a new feature or bug fix. Tasks are typically smaller pieces of work that\n  contribute to the overall progress of a project, such as documentation, testing, or code refactoring.\n    ```\n    {\n        \"issuetype\": \"Task\",\n        \"summary\": \"Summary of the task...\",\n        \"description\": \"Detailed description of the task...\"\n    }\n    ```\n\n2. **Bug**: The `Bug` issue type is used to track defects or problems with the software or system. A bug is a coding\n  error, a mistake or a flaw in the system that causes it to behave unexpectedly or not as intended. Bugs can be\n  discovered during testing, production, or even after the software has been released. Once a bug issue has been\n    created, it can be assigned to a developer or team member responsible for fixing it. As the bug is worked on,\n      updates can be added to the issue to track progress, such as when a fix is tested or deployed.\n    ```\n    {\n        \"issuetype\": \"Bug\",\n        \"summary\": \"Summary of the bug...\",\n        \"description\": \"Detailed description of the bug...\"\n    }\n    ```\n\n3. **Feature**: New Feature issue type is used to track the development of new functionality or features that are\n  being added to a software system or application. It is one of the default issue types available and is commonly\n  used in software development projects to manage the development of new features or enhancements to existing\n    functionality.\n    ```\n    {\n        \"issuetype\": \"Feature\",\n        \"summary\": \"Summary of the feature...\",\n        \"description\": \"Detailed description of the feature...\"\n    }\n    ```\n\n4. **Story**: A Story issue type is used to describe a small, self-contained unit of work that contributes to the\n  completion of an Epic or project. Stories are used to track and manage the implementation of specific features\n    or requirements.\n    ```\n    {\n        \"issuetype\": \"Story\",\n        \"summary\": \"Summary of the story...\",\n        \"description\": \"Detailed description of the story...\"\n    }\n    ```\n\n5. **Incident**: Reporting an incident or IT service outage.\n    ```\n    {\n        \"issuetype\": \"Incident\",\n        \"summary\": \"Summary of the incident...\",\n        \"description\": \"Detailed description of the incident...\"\n    }\n    ```\n\n6. **Risk**: Tracks potential problems or uncertainties that might impact your project, allowing you to\n  differentiate them from regular tasks, stories, or bugs; essentially, it's a way to categorize and manage\n    potential issues that haven't yet occurred within your project using your issue tracking system.\n    ```\n    {\n        \"issuetype\": \"Risk\",\n        \"summary\": \"Summary of the risk...\",\n        \"description\": \"Detailed description of the risk...\"\n    }\n    ```\n\n7. **Change Request**: The change issue type is used to represent a significant change to an existing system or\n  process. It is typically used in IT service management to track change requests and approvals\n    ```\n    {\n        \"issuetype\": \"Change Request\",\n        \"summary\": \"Summary of the change request...\",\n        \"description\": \"Detailed description of the change request...\"\n    }\n    ```\n\n8. **Service Ticket**: This issue type is used to represent a request for technical support from users or\n  customers. It can be used to track and manage support tickets, and to ensure that support requests are responded\n    to in a timely manner. e.g demo requests\n    ```\n    {\n        \"issuetype\": \"Service Ticket\",\n        \"summary\": \"Summary of the service ticket...\",\n        \"description\": \"Detailed description of the service ticket...\"\n    }\n    ```", "operationId": "post_issue_issue_post", "requestBody": {"content": {"application/json": {"schema": {"$ref": "#/components/schemas/IssueRequestSchema"}}}, "required": true}, "responses": {"201": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/IssueResponseSchema"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}, "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}]}}, "/issue/{issue_key}/comment": {"post": {"tags": ["Studio / Feedback"], "summary": "Post Issue Comment", "description": "Add comments to an existing issue. You need to provide `issue_key` as a path parameter\n\n**Example Schema**\n```\n{\n    \"body\": \"This is my comment...\"\n}\n```", "operationId": "post_issue_comment_issue__issue_key__comment_post", "security": [{"HTTPBearer": []}, {"APIKeyHeader": []}], "parameters": [{"name": "issue_key", "in": "path", "required": true, "schema": {"type": "string", "description": "Key of an existing issue, e.g. WGS-xxxx", "title": "Issue Key"}, "description": "Key of an existing issue, e.g. WGS-xxxx"}], "requestBody": {"required": true, "content": {"application/json": {"schema": {"$ref": "#/components/schemas/CommentRequestSchema"}}}}, "responses": {"201": {"description": "Successful Response", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/CommentResponseSchema"}}}}, "422": {"description": "Validation Error", "content": {"application/json": {"schema": {"$ref": "#/components/schemas/HTTPValidationError"}}}}}}}}, "components": {"schemas": {"APIKeyListResponse": {"properties": {"total_records": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Total Records", "default": 0}, "page_count": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Page Count"}, "results": {"items": {"$ref": "#/components/schemas/APIKeyResponseSchema"}, "type": "array", "title": "Results"}}, "type": "object", "required": ["results"], "title": "APIKeyListResponse"}, "APIKeyResponseSchema": {"properties": {"id": {"type": "string", "format": "uuid", "title": "Id"}, "value": {"type": "string", "title": "Value"}, "expires_on": {"type": "string", "format": "date-time", "title": "Expires On"}, "active": {"type": "boolean", "title": "Active"}}, "type": "object", "required": ["id", "value", "expires_on", "active"], "title": "APIKeyResponseSchema"}, "APIKeyUpdateSchema": {"properties": {"active": {"type": "boolean", "title": "Active"}}, "type": "object", "required": ["active"], "title": "APIKeyUpdateSchema"}, "AuthorResponseSchema": {"properties": {"displayName": {"type": "string", "title": "Displayname"}}, "type": "object", "required": ["displayName"], "title": "AuthorResponseSchema"}, "BaseModelOut": {"properties": {"id": {"type": "string", "format": "uuid", "title": "Id"}, "active": {"type": "boolean", "title": "Active"}, "created_by": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Created By", "default": ""}, "created_at": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": "null"}], "title": "Created At"}, "updated_at": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": "null"}], "title": "Updated At"}, "name": {"type": "string", "title": "Name"}, "description": {"type": "string", "title": "Description"}, "checkpoint_filename": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Checkpoint Filename"}, "model_params": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"$ref": "#/components/schemas/ModelBaseParams"}, {"type": "null"}], "title": "Model Params", "default": {}}, "status": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Status", "default": "Finished"}, "shared": {"anyOf": [{"type": "boolean"}, {"type": "null"}], "title": "Shared", "default": false}}, "type": "object", "required": ["id", "active", "name", "description", "checkpoint_filename"], "title": "BaseModelOut", "description": "Response model for a Base Model.\n\nAttributes\n----------\nname : str\n    The name of the Base Model.\ndescription : str\n    A description of the Base Model.\ncheckpoint_filename : str, optional\n    The filename of the  checkpoint for the base model.\nmodel_params : dict or ModelBaseParams, optional\n    Parameters for the Base Model. Defaults to an empty dictionary and is validated before use.\n\nRaises\n------\nValueError\n    If any required fields are not provided or if they contain invalid values.\n    If the `model_params` cannot be parsed into a valid JSON object.\n\nExamples\n--------\n>>> base_model_out = BaseModelOut(name=\"Prithvi Base Model\", description=\"some description\")\n>>> base_model_out.name\n\"Prithvi Base Model\""}, "BaseModelParamsIn": {"properties": {"backbone": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Backbone", "description": "the base model backbone", "default": ""}, "patch_size": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Patch Size", "description": "num_layers", "default": 16}, "num_layers": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Num Layers", "description": "num_layers", "default": 12}, "embed_dim": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Embed Dim", "description": "embed_dim", "default": 768}, "num_heads": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Num Heads", "description": "num_heads", "default": 12}, "tile_size": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Tile Size", "description": "tile_size", "default": 1}, "tubelet_size": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Tubelet Size", "description": "tubelet_size", "default": 1}, "model_category": {"anyOf": [{"$ref": "#/components/schemas/ModelCategory"}, {"type": "null"}], "description": "model_category", "default": "prithvi"}}, "type": "object", "title": "BaseModelParamsIn"}, "BaseModelParamsOut": {"properties": {"model_params": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"$ref": "#/components/schemas/BaseModelParamsIn"}, {"type": "null"}], "title": "Model Params", "default": {}}}, "type": "object", "title": "BaseModelParamsOut", "description": "Model for the output parameters of a base model.\n\nAttributes\n----------\nmodel_params : dict or ModelBaseParams, optional\n    Parameters for the model. Can be a dictionary or an instance of `ModelBaseParams`.\n    Defaults to an empty dictionary.\n\nMethods\n-------\nupdate_model_params(val: Any) -> Union[dict, ModelBaseParams]\n    Validates and updates the `model_params` attribute. If the input is a string, it attempts\n    to parse it as JSON. If parsing fails, it defaults to an empty dictionary.\n\nRaises\n------\nValueError\n    If the `model_params` input is not a valid dictionary or JSON string.\n\nExamples\n--------\n>>> base_model_params = BaseModelParamsOut(\n...     model_params={\"param1\": \"value1\", \"param2\": \"value2\"}\n... )\n>>> base_model_params.model_params\n{'param1': 'value1', 'param2': 'value2'}"}, "BaseModelsIn": {"properties": {"name": {"type": "string", "title": "Name"}, "description": {"type": "string", "title": "Description"}, "checkpoint_filename": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Checkpoint Filename", "default": ""}, "model_params": {"anyOf": [{"$ref": "#/components/schemas/BaseModelParamsIn"}, {"type": "null"}], "default": {"backbone": "", "patch_size": 16, "num_layers": 12, "embed_dim": 768, "num_heads": 12, "tile_size": 1, "tubelet_size": 1, "model_category": "prithvi"}}}, "type": "object", "required": ["name", "description"], "title": "BaseModelsIn", "description": "Model for input parameters to create a new Base Model.\n\nAttributes\n----------\nname : str\n    The name of the Base Model. This field is required.\ndescription : str, optional\n    A brief description of the Base Model. Defaults to None.\ncheckpoint_filename : str\n    The filename of the  checkpoint for the base model. Defaults to an empty string.\n\n\nRaises\n------\nValueError\n    If the `name` and `description` fields are empty.\n\nExamples\n--------\n>>> base_model_input = BaseModelsIn(\n...     name='Prithvi Base Model',\n...     description='Base Model ',\n... )\n>>> base_model_input.name\n'Prithvi Base Model'"}, "BaseModelsOut": {"properties": {"total_records": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Total Records", "default": 0}, "page_count": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Page Count"}, "results": {"items": {"$ref": "#/components/schemas/BaseModelOut"}, "type": "array", "title": "Results"}}, "type": "object", "required": ["results"], "title": "BaseModelsOut", "description": "Response Model for BaseModel list\n\nAttributes\n----------\nListResponse : list of BaseModelsOut\n    List of BaseModels\n\nExamples\n--------\n>>> base_model_response = BaseModelOut(results=[BaseModelsOut(\n>>>     name=\"Prithvi Base Model\", description=\"some description\"])\n>>> base_model_response.results[0].name\n'Prithvi Base Model'"}, "Body_submit_hpo_tune_yaml_v2_submit_hpo_tune_post": {"properties": {"config_file": {"type": "string", "format": "binary", "title": "Config File"}, "tune_metadata": {"type": "string", "title": "Tune Metadata"}}, "type": "object", "required": ["config_file", "tune_metadata"], "title": "Body_submit_hpo_tune_yaml_v2_submit_hpo_tune_post"}, "Body_update_task_contents_with_file_v2_tune_templates__task_id__template_put": {"properties": {"file": {"type": "string", "format": "binary", "title": "File"}}, "type": "object", "required": ["file"], "title": "Body_update_task_contents_with_file_v2_tune_templates__task_id__template_put"}, "CPUResourceConfig": {"properties": {"requests": {"additionalProperties": {"type": "string"}, "type": "object", "title": "Requests", "description": "Requested resources", "examples": [{"cpu": "6", "memory": "16G"}]}, "limits": {"additionalProperties": {"type": "string"}, "type": "object", "title": "Limits", "description": "Resource limits", "examples": [{"cpu": "12", "memory": "32G"}]}}, "type": "object", "title": "CPUResourceConfig"}, "CommentListResponse": {"properties": {"comments": {"items": {"$ref": "#/components/schemas/CommentResponseSchema"}, "type": "array", "title": "Comments"}}, "type": "object", "required": ["comments"], "title": "CommentListResponse"}, "CommentRequestSchema": {"properties": {"body": {"type": "string", "title": "Body", "description": "Comment text", "example": "This is my comment..."}}, "type": "object", "required": ["body"], "title": "CommentRequestSchema"}, "CommentResponseSchema": {"properties": {"id": {"type": "string", "title": "Id"}, "body": {"type": "string", "title": "Body"}, "author": {"$ref": "#/components/schemas/AuthorResponseSchema"}, "created": {"type": "string", "format": "date-time", "title": "Created"}, "updated": {"type": "string", "format": "date-time", "title": "Updated"}}, "type": "object", "required": ["id", "body", "author", "created", "updated"], "title": "CommentResponseSchema"}, "DataSource": {"properties": {"connector": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Connector"}, "collection": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Collection"}, "bands": {"anyOf": [{"items": {"additionalProperties": true, "type": "object"}, "type": "array"}, {"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Bands"}, "scaling_factor": {"anyOf": [{"items": {"type": "number"}, "type": "array"}, {"type": "null"}], "title": "Scaling Factor"}}, "additionalProperties": true, "type": "object", "title": "DataSource"}, "DataSourceGetResponse": {"properties": {"connector": {"type": "string", "title": "Connector"}, "collection_name": {"type": "string", "title": "Collection Name"}, "bands": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"items": {}, "type": "array"}], "title": "Bands"}, "data_collection": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Data Collection"}, "resolution_m": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Resolution M"}, "rgb_bands": {"anyOf": [{"items": {}, "type": "array"}, {"type": "null"}], "title": "Rgb Bands"}, "modality_tag": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Modality Tag"}, "cloud_masking": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Cloud Masking"}, "query_template": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Query Template"}, "search": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Search"}, "request_input_data": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Request Input Data"}}, "additionalProperties": true, "type": "object", "required": ["connector", "collection_name", "bands"], "title": "DataSourceGetResponse"}, "DataSourceListResponse": {"properties": {"results": {"anyOf": [{"items": {"$ref": "#/components/schemas/DataSourceGetResponse"}, "type": "array"}, {"type": "null"}], "title": "Results", "default": []}}, "type": "object", "title": "DataSourceListResponse"}, "DatasetSummaryResponseSchema": {"properties": {"id": {"type": "string", "title": "Id"}, "dataset_name": {"type": "string", "title": "Dataset Name"}, "description": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Description", "default": ""}}, "type": "object", "required": ["id", "dataset_name"], "title": "DatasetSummaryResponseSchema"}, "DatasetsSummaryResponseSchema": {"properties": {"total_records": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Total Records", "default": 0}, "page_count": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Page Count"}, "results": {"items": {"$ref": "#/components/schemas/DatasetSummaryResponseSchema"}, "type": "array", "title": "Results"}}, "type": "object", "required": ["results"], "title": "DatasetsSummaryResponseSchema"}, "DeploymentType": {"type": "string", "enum": ["cpu", "gpu"], "title": "DeploymentType"}, "FieldsResponseSchema": {"properties": {"issuetype": {"$ref": "#/components/schemas/IssueTypeResponseSchema"}, "summary": {"type": "string", "title": "Summary"}, "created": {"type": "string", "format": "date-time", "title": "Created"}, "updated": {"type": "string", "format": "date-time", "title": "Updated"}, "duedate": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": "null"}], "title": "Duedate"}, "status": {"$ref": "#/components/schemas/StatusResponseSchema"}, "description": {"type": "string", "title": "Description"}, "comment": {"$ref": "#/components/schemas/CommentListResponse"}}, "type": "object", "required": ["issuetype", "summary", "created", "updated", "duedate", "status", "description", "comment"], "title": "FieldsResponseSchema"}, "FilesShareOut": {"properties": {"upload_url": {"type": "string", "title": "Upload Url"}, "download_url": {"type": "string", "title": "Download Url"}, "message": {"type": "string", "title": "Message"}}, "type": "object", "required": ["upload_url", "download_url", "message"], "title": "FilesShareOut", "description": "Response Model for file-share get endpoint."}, "GPUResourceConfig": {"properties": {"requests": {"additionalProperties": {"type": "string"}, "type": "object", "title": "Requests", "description": "Requested GPU resources", "examples": [{"nvidia.com/gpu": "1"}]}, "limits": {"additionalProperties": {"type": "string"}, "type": "object", "title": "Limits", "description": "GPU resource limits", "examples": [{"nvidia.com/gpu": "1"}]}}, "type": "object", "title": "GPUResourceConfig"}, "GeoDatasetMetadataUpdateSchema": {"properties": {"dataset_name": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Dataset Name"}, "description": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Description"}, "custom_bands": {"anyOf": [{"items": {"additionalProperties": true, "type": "object"}, "type": "array"}, {"type": "null"}], "title": "Custom Bands"}, "label_categories": {"anyOf": [{"items": {"additionalProperties": true, "type": "object"}, "type": "array"}, {"type": "null"}], "title": "Label Categories"}}, "type": "object", "title": "GeoDatasetMetadataUpdateSchema"}, "GeoDatasetPreScanRequestSchemaV2": {"properties": {"dataset_url": {"type": "string", "title": "Dataset Url"}, "label_suffix": {"type": "string", "title": "Label Suffix"}, "training_data_suffixes": {"items": {"type": "string"}, "type": "array", "title": "Training Data Suffixes"}}, "type": "object", "required": ["dataset_url", "label_suffix", "training_data_suffixes"], "title": "GeoDatasetPreScanRequestSchemaV2"}, "GeoDatasetRequestSchemaV2": {"properties": {"training_params": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Training Params"}, "dataset_name": {"type": "string", "title": "Dataset Name"}, "label_suffix": {"type": "string", "title": "Label Suffix"}, "dataset_url": {"type": "string", "title": "Dataset Url"}, "description": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Description"}, "purpose": {"type": "string", "enum": ["Regression", "Segmentation", "Generate", "NER", "Classify", "Other"], "title": "Purpose"}, "data_sources": {"items": {"additionalProperties": true, "type": "object"}, "type": "array", "title": "Data Sources", "default": []}, "label_categories": {"anyOf": [{"items": {"additionalProperties": true, "type": "object"}, "type": "array"}, {"type": "null"}], "title": "Label Categories", "default": []}, "version": {"type": "string", "title": "Version", "default": "v2"}}, "type": "object", "required": ["dataset_name", "label_suffix", "dataset_url", "description", "purpose"], "title": "GeoDatasetRequestSchemaV2"}, "GeoDatasetResponseSchemaV2": {"properties": {"id": {"type": "string", "title": "Id"}, "active": {"type": "boolean", "title": "Active"}, "created_by": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Created By", "default": ""}, "created_at": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": "null"}], "title": "Created At"}, "updated_at": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": "null"}], "title": "Updated At"}, "dataset_name": {"type": "string", "title": "Dataset Name"}, "description": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Description", "default": ""}, "dataset_url": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Dataset Url", "default": ""}, "label_suffix": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Label Suffix", "default": ""}, "purpose": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Purpose", "default": ""}, "data_sources": {"anyOf": [{}, {"type": "null"}], "title": "Data Sources"}, "label_categories": {"anyOf": [{}, {"type": "null"}], "title": "Label Categories"}, "size": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Size", "default": ""}, "status": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Status", "default": ""}, "error": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Error", "default": ""}, "logs": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Logs", "default": ""}}, "type": "object", "required": ["id", "active", "dataset_name", "data_sources", "label_categories"], "title": "GeoDatasetResponseSchemaV2"}, "GeoDatasetsResponseSchemaV2": {"properties": {"total_records": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Total Records", "default": 0}, "page_count": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Page Count"}, "results": {"items": {"$ref": "#/components/schemas/GeoDatasetResponseSchemaV2"}, "type": "array", "title": "Results"}}, "type": "object", "required": ["results"], "title": "GeoDatasetsResponseSchemaV2"}, "GeoServerPush": {"properties": {"workspace": {"type": "string", "title": "Workspace"}, "layer_name": {"type": "string", "title": "Layer Name"}, "display_name": {"type": "string", "title": "Display Name"}, "filepath_key": {"type": "string", "title": "Filepath Key"}, "file_suffix": {"type": "string", "title": "File Suffix"}, "geoserver_style": {"anyOf": [{"type": "string"}, {"additionalProperties": true, "type": "object"}], "title": "Geoserver Style"}}, "additionalProperties": true, "type": "object", "required": ["workspace", "layer_name", "display_name", "filepath_key", "file_suffix", "geoserver_style"], "title": "GeoServerPush"}, "HTTPValidationError": {"properties": {"detail": {"items": {"$ref": "#/components/schemas/ValidationError"}, "type": "array", "title": "Detail"}}, "type": "object", "title": "HTTPValidationError"}, "InferenceCreateInput": {"properties": {"spatial_domain": {"$ref": "#/components/schemas/SpatialDomain"}, "temporal_domain": {"items": {"type": "string"}, "type": "array", "title": "Temporal Domain"}, "model_input_data_spec": {"anyOf": [{"items": {"additionalProperties": true, "type": "object"}, "type": "array"}, {"type": "null"}], "title": "Model Input Data Spec"}, "data_connector_config": {"anyOf": [{"items": {"$ref": "#/components/schemas/DataSource"}, "type": "array"}, {"type": "null"}], "title": "Data Connector Config"}, "geoserver_push": {"anyOf": [{"items": {"$ref": "#/components/schemas/GeoServerPush"}, "type": "array"}, {"type": "null"}], "title": "Geoserver Push"}, "pipeline_steps": {"anyOf": [{"items": {"additionalProperties": true, "type": "object"}, "type": "array"}, {"type": "null"}], "title": "Pipeline Steps"}, "post_processing": {"anyOf": [{"$ref": "#/components/schemas/PostProcessing"}, {"type": "null"}]}, "fine_tuning_id": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Fine Tuning Id"}, "maxcc": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Maxcc", "default": 100}, "model_display_name": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Model Display Name"}, "description": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Description"}, "location": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Location"}, "geoserver_layers": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Geoserver Layers"}, "demo": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Demo"}, "model_id": {"anyOf": [{"type": "string", "format": "uuid"}, {"type": "null"}], "title": "Model Id"}, "inference_output": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Inference Output"}}, "type": "object", "required": ["spatial_domain"], "title": "InferenceCreateInput"}, "InferenceGetResponse": {"properties": {"spatial_domain": {"$ref": "#/components/schemas/SpatialDomain"}, "temporal_domain": {"items": {"type": "string"}, "type": "array", "title": "Temporal Domain"}, "fine_tuning_id": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Fine Tuning Id"}, "maxcc": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Maxcc", "default": 100}, "model_display_name": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Model Display Name"}, "description": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Description"}, "location": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Location"}, "geoserver_layers": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Geoserver Layers"}, "demo": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Demo"}, "model_id": {"anyOf": [{"type": "string", "format": "uuid"}, {"type": "null"}], "title": "Model Id"}, "inference_output": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Inference Output"}, "id": {"type": "string", "format": "uuid", "title": "Id"}, "active": {"type": "boolean", "title": "Active"}, "created_by": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Created By", "default": ""}, "created_at": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": "null"}], "title": "Created At"}, "updated_at": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": "null"}], "title": "Updated At"}, "status": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Status"}, "tasks_count_total": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Tasks Count Total"}, "tasks_count_success": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Tasks Count Success"}, "tasks_count_failed": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Tasks Count Failed"}, "tasks_count_stopped": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Tasks Count Stopped"}, "tasks_count_waiting": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Tasks Count Waiting"}}, "type": "object", "required": ["spatial_domain", "id", "active", "status"], "title": "InferenceGetResponse"}, "InferenceModelStyleResponseSchema": {"properties": {"id": {"anyOf": [{"type": "string", "format": "uuid"}, {"type": "null"}], "title": "Id"}, "data_type": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Data Type"}, "asset_categories": {"anyOf": [{"items": {"type": "string"}, "type": "array"}, {"type": "null"}], "title": "Asset Categories"}, "base_style": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Base Style"}, "asset_style": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Asset Style"}}, "type": "object", "title": "InferenceModelStyleResponseSchema"}, "InferenceRequestSchema": {"properties": {"event_id": {"anyOf": [{"type": "string", "format": "uuid"}, {"type": "null"}], "title": "Event Id", "description": "ID to track request **DEPRECATED use value from the response.**.", "example": "82819d63-580a-4f8e-a022-ee2d20e03b24"}, "request_type": {"type": "string", "title": "Request Type", "description": "Request type. Options include 'eis','openeo','image', 'url', 'nasa', or 'sentinelhub', 'addlayer'.", "example": "eis"}, "model_id": {"anyOf": [{"type": "string"}, {"type": "string", "format": "uuid"}], "title": "Model Id", "description": "Model id. Options: 'flood-segmentation','fire-scars','lulc', and 'agb'.", "example": "prithvi-vit-300m-hls2-us-fire-scars"}, "urls": {"anyOf": [{"items": {"type": "string"}, "type": "array"}, {"type": "null"}], "title": "Urls", "description": "Pre-signed url for pre-processed data input. Required for request_type == url. Data can be .tif, folder, or .zip.", "default": [""], "example": ["https://s3.us-south.cloud-object-storage.appdomain.cloud/gfm-inference-outputs/HLS.L30.T14RMS.202208.B02-B07.stacked_float32.tif?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=a8ebfe8dbb0449babe346dad8bf5e345%2F20230711%2Fus-south%2Fs3%2Faws4_request&X-Amz-Date=20230711T031946Z&X-Amz-Expires=43200&X-Amz-SignedHeaders=host&X-Amz-Signature=6dfe2570be02ba61418e3febb610fd63e9ce033f62b064dfb527a5e8e420ef2b"]}, "output_url": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Output Url", "description": "Pre-signed PUT url for prediction output. Must be a zip folder.", "default": "None", "example": "https://s3.us-south.cloud-object-storage.appdomain.cloud/gfm-inference-outputs/inference_outputs.zip?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=a8ebfe8dbb0449babe346dad8bf5e345%2F20230710%2Fus-south%2Fs3%2Faws4_request&X-Amz-Date=20230710T211026Z&X-Amz-Expires=43200&X-Amz-SignedHeaders=host&X-Amz-Signature=fedb5d37e61533b84b62041420b5500871f3dfa05793129ab9e598b185cfdb0a"}, "eis_api_key": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Eis Api Key", "description": "API key for geospatial data store (EIS). Required for request_type == eis", "default": "None", "example": "<YOUR-EIS-API-KEY>"}, "bbox": {"anyOf": [{"items": {"type": "number"}, "type": "array"}, {"type": "null"}], "title": "Bbox", "description": "Bbox of interst for EIS data pull. Required for request_type == eis. Formatted as [min_lon, min_lat, max_lon, max_lat]. ", "default": [], "example": "[-121.9, 39.5, -121.5, 40]"}, "start_date": {"anyOf": [{"type": "string", "format": "date"}, {"type": "null"}], "title": "Start Date", "description": "Start date for time period of interest. Required for request_type == eis. Formatted as 'YYYY-MM-DD'.", "example": "2022-12-20"}, "end_date": {"anyOf": [{"type": "string", "format": "date"}, {"type": "null"}], "title": "End Date", "description": "End date for time period of interest. Required for request_type == eis. Formatted as 'YYYY-MM-DD'.", "example": "2022-12-21"}, "location": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Location", "description": "Optional location name.", "default": "None", "example": "Kansas"}, "description": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Description", "description": "Optional inference description."}, "crs": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Crs", "description": "Coordinate Reference System of the geometry objects.", "default": "ESPG:4326", "example": "ESPG:4326"}, "reproject": {"anyOf": [{"type": "boolean"}, {"type": "null"}], "title": "Reproject", "default": true}, "pre_run": {"anyOf": [{"type": "boolean"}, {"type": "null"}], "title": "Pre Run", "default": false}, "is_pipeline_execution": {"anyOf": [{"type": "boolean"}, {"type": "null"}], "title": "Is Pipeline Execution", "default": false}, "is_inference_on_ftmodel": {"anyOf": [{"type": "boolean"}, {"type": "null"}], "title": "Is Inference On Ftmodel", "default": false}, "pipeline_v2": {"anyOf": [{"type": "boolean"}, {"type": "null"}], "title": "Pipeline V2", "default": false}, "pipeline_v2_params": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Pipeline V2 Params", "description": "Pipeline V2 parameters."}, "scaling_factor": {"anyOf": [{"type": "number"}, {"type": "null"}], "title": "Scaling Factor", "description": "Constant for data scaling for rgb. If not provided, will use model default.", "default": -9999, "example": 10000}, "geoserver_enabled": {"anyOf": [{"type": "boolean"}, {"type": "null"}], "title": "Geoserver Enabled", "description": "Option to load inference layers to the geoserever for UI visualization", "default": true}, "max_cloud_cover": {"anyOf": [{"type": "number", "maximum": 100.0, "minimum": 0.0}, {"type": "null"}], "title": "Max Cloud Cover", "description": "Option to define the maximum cloud cover for the dataset"}}, "type": "object", "required": ["request_type", "model_id"], "title": "InferenceRequestSchema"}, "InferenceResponse": {"properties": {"id": {"type": "string", "format": "uuid", "title": "Id"}, "active": {"type": "boolean", "title": "Active"}, "created_by": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Created By", "default": ""}, "created_at": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": "null"}], "title": "Created At"}, "updated_at": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": "null"}], "title": "Updated At"}, "event_id": {"type": "string", "title": "Event Id"}, "request_type": {"type": "string", "title": "Request Type"}, "model_name": {"type": "string", "title": "Model Name"}, "model_id": {"type": "string", "format": "uuid", "title": "Model Id"}, "urls": {"anyOf": [{"items": {"type": "string"}, "type": "array"}, {"type": "null"}], "title": "Urls", "default": []}, "output_url": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Output Url"}, "bbox": {"anyOf": [{"items": {"type": "number"}, "type": "array"}, {"type": "null"}], "title": "Bbox", "default": []}, "bbox_pred": {"anyOf": [{"items": {}, "type": "array"}, {"type": "null"}], "title": "Bbox Pred", "default": []}, "start_date": {"anyOf": [{"type": "string", "format": "date"}, {"type": "null"}], "title": "Start Date"}, "end_date": {"anyOf": [{"type": "string", "format": "date"}, {"type": "null"}], "title": "End Date"}, "location": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Location"}, "description": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Description"}, "status": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Status"}, "info": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Info"}, "pre_run": {"anyOf": [{"type": "boolean"}, {"type": "null"}], "title": "Pre Run"}, "layers": {"anyOf": [{"items": {}, "type": "array"}, {"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Layers"}, "geo_layers": {"anyOf": [{"items": {}, "type": "array"}, {"type": "null"}], "title": "Geo Layers", "default": []}, "crs": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Crs"}, "reproject": {"anyOf": [{"type": "boolean"}, {"type": "null"}], "title": "Reproject", "default": true}, "webhooks": {"anyOf": [{"items": {"$ref": "#/components/schemas/InferenceWebhookMessages"}, "type": "array"}, {"type": "null"}], "title": "Webhooks", "default": []}, "geoserver_enabled": {"anyOf": [{"type": "boolean"}, {"type": "null"}], "title": "Geoserver Enabled", "default": true}, "model_style": {"anyOf": [{"$ref": "#/components/schemas/InferenceModelStyleResponseSchema"}, {"type": "null"}]}, "max_cloud_cover": {"anyOf": [{"type": "number"}, {"type": "null"}], "title": "Max Cloud Cover"}}, "type": "object", "required": ["id", "active", "event_id", "request_type", "model_name", "model_id", "status", "pre_run"], "title": "InferenceResponse"}, "InferenceTasksListResponse": {"properties": {"inference_id": {"type": "string", "format": "uuid", "title": "Inference Id"}, "status": {"type": "string", "title": "Status"}, "tasks": {"items": {"$ref": "#/components/schemas/TaskCreate"}, "type": "array", "title": "Tasks"}}, "type": "object", "required": ["inference_id", "status", "tasks"], "title": "InferenceTasksListResponse"}, "InferenceWebhookMessageDetails": {"properties": {"message": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Message"}, "error": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Error"}, "status": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Status"}}, "type": "object", "title": "InferenceWebhookMessageDetails"}, "InferenceWebhookMessages": {"properties": {"timestamp": {"type": "string", "format": "date-time", "title": "Timestamp"}, "detail": {"anyOf": [{"$ref": "#/components/schemas/InferenceWebhookMessageDetails"}, {"type": "null"}], "default": {}}}, "type": "object", "required": ["timestamp"], "title": "InferenceWebhookMessages"}, "IssueListResponse": {"properties": {"total_records": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Total Records", "default": 0}, "page_count": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Page Count"}, "results": {"items": {"$ref": "#/components/schemas/IssueResponseSchema"}, "type": "array", "title": "Results"}}, "type": "object", "required": ["results"], "title": "IssueListResponse"}, "IssueRequestSchema": {"properties": {"issuetype": {"type": "string", "title": "Issuetype", "description": "The type of report, e.g. Bug, New Feature, Feadback", "example": "Task"}, "summary": {"type": "string", "title": "Summary", "description": "A summary of the issue", "example": "Summary of the issue..."}, "description": {"type": "string", "title": "Description", "description": "Detailed account of the issue", "example": "Detailed description of the issue..."}}, "type": "object", "required": ["issuetype", "summary", "description"], "title": "IssueRequestSchema"}, "IssueResponseSchema": {"properties": {"id": {"type": "string", "title": "Id"}, "key": {"type": "string", "title": "Key"}, "fields": {"$ref": "#/components/schemas/FieldsResponseSchema"}}, "type": "object", "required": ["id", "key", "fields"], "title": "IssueResponseSchema"}, "IssueTypeResponseSchema": {"properties": {"name": {"type": "string", "title": "Name"}}, "type": "object", "required": ["name"], "title": "IssueTypeResponseSchema"}, "MlflowRunMetrics": {"properties": {"name": {"type": "string", "title": "Name"}, "status": {"type": "string", "enum": ["FINISHED", "NOT_FOUND", "ERROR", "RUNNING"], "title": "Status"}, "epochs": {"type": "string", "title": "Epochs"}, "metrics": {"items": {"additionalProperties": true, "type": "object"}, "type": "array", "title": "Metrics"}}, "type": "object", "required": ["name", "status", "epochs", "metrics"], "title": "MlflowRunMetrics", "description": "Model for storing metrics of a single run in MLflow.\n\nAttributes\n----------\nname : str\n    A name for the run derived from info.run_name.\nstatus : {'FINISHED', 'NOT_FOUND', 'ERROR', 'RUNNING'}\n    The current status of the run, represented as a literal type.\n    'FINISHED' - Run has completed succesfully\n    'NOT_FOUND' - Run not created in the database\n    'ERROR' - Run encountered error while runnning\n    'RUNNING' - Run is currently running\nepochs : str\n    The number of epochs the model has been trained.\nmetrics : list of dict\n    A list of metrics associated with the current run. Each dictionary contains metric details.\n\nRaises\n------\nValueError\n    If the `status` is not one of the expected values ('FINISHED', 'NOT_FOUND', 'ERROR', 'RUNNING')\n      or if required attributes are missing.\n\nExamples\n--------\n>>> run_metrics = MlflowRunMetrics(\n...     name='Test',\n...     status='FINISHED',\n...     epochs='1',\n...     metrics=[{\"accuracy\": 0.95, \"loss\": 0.05}],\n... )\n>>> run_metrics.status\n'FINISHED'"}, "ModelBaseParams": {"properties": {"num_layers": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Num Layers", "description": "", "default": 12}, "patch_size": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Patch Size"}, "embed_dim": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Embed Dim", "description": "", "default": 768}, "num_heads": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Num Heads", "description": "", "default": 12}, "tubelet_size": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Tubelet Size", "description": "", "default": 1}, "tile_size": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Tile Size"}, "head_channel_list": {"anyOf": [{"items": {}, "type": "array"}, {"type": "null"}], "title": "Head Channel List", "default": [256]}, "pretrained_weights_path": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Pretrained Weights Path"}, "pretrained_model_name": {"type": "string", "title": "Pretrained Model Name"}}, "type": "object", "title": "ModelBaseParams", "description": "A class to define the base parameters for a model architecture.\n\nAttributes\n----------\nnum_layers : Optional[int]\n    The number of layers in the model. Defaults to 12.\npatch_size : Optional[int]\n    The size of the patches to be processed by the model. Defaults to 16.\nembed_dim : Optional[int]\n    The dimensionality of the embedding space. Defaults to 768.\nnum_heads : Optional[int]\n    The number of attention heads in the model. Defaults to 12.\ntubelet_size : Optional[int]\n    The size of the tubelets (if applicable). Defaults to 1.\ntile_size : Optional[int]\n    The size of the tiles used in processing. Defaults to 224.\nhead_channel_list : Optional[List[int]]\n    A list of channels for each head in the model. Defaults to [256].\npretrained_weights_path : Optional[str]\n    The file path to the pretrained weights. Defaults to \"/files/pre-trained/...\".\n\nExamples\n--------\n>>> params = ModelBaseParams()\n>>> print(params)\nModelBaseParams(num_layers=12, patch_size=16, embed_dim=768, num_heads=12,\n                 tubelet_size=1, tile_size=224, head_channel_list=[256],\n                 pretrained_weights_path='/files/pre-trained/...')\n\n>>> custom_params = ModelBaseParams(num_layers=24, embed_dim=512,\n...                                  head_channel_list=[128, 256])\n>>> print(custom_params)\nModelBaseParams(num_layers=24, patch_size=16, embed_dim=512, num_heads=12,\n                 tubelet_size=1, tile_size=224, head_channel_list=[128, 256],\n                 pretrained_weights_path='/files/pre-trained/...')"}, "ModelCategory": {"type": "string", "enum": ["terramind", "prithvi", "clay", "dofa", "resnet", "convnext"], "title": "ModelCategory"}, "ModelCreateInput": {"properties": {"display_name": {"type": "string", "title": "Display Name"}, "description": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Description"}, "model_url": {"anyOf": [{"type": "string", "maxLength": 2083, "minLength": 1, "format": "uri"}, {"type": "null"}], "title": "Model Url"}, "pipeline_steps": {"anyOf": [{"items": {"additionalProperties": true, "type": "object"}, "type": "array"}, {"type": "null"}], "title": "Pipeline Steps"}, "geoserver_push": {"anyOf": [{"items": {"additionalProperties": true, "type": "object"}, "type": "array"}, {"type": "null"}], "title": "Geoserver Push"}, "model_input_data_spec": {"anyOf": [{"items": {"additionalProperties": true, "type": "object"}, "type": "array"}, {"type": "null"}], "title": "Model Input Data Spec"}, "postprocessing_options": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Postprocessing Options"}, "sharable": {"anyOf": [{"type": "boolean"}, {"type": "null"}], "title": "Sharable", "default": false}, "model_onboarding_config": {"anyOf": [{"$ref": "#/components/schemas/ModelOnboardingInputSchema"}, {"type": "null"}]}, "latest": {"anyOf": [{"type": "boolean"}, {"type": "null"}], "title": "Latest"}, "version": {"anyOf": [{"type": "number"}, {"type": "null"}], "title": "Version", "default": 1.0}}, "type": "object", "required": ["display_name"], "title": "ModelCreateInput"}, "ModelFramework": {"type": "string", "enum": ["terratorch-v2", "terratorch", "mmseg", "pytorch"], "title": "ModelFramework"}, "ModelGetResponse": {"properties": {"display_name": {"type": "string", "title": "Display Name"}, "description": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Description"}, "model_url": {"anyOf": [{"type": "string", "maxLength": 2083, "minLength": 1, "format": "uri"}, {"type": "null"}], "title": "Model Url"}, "pipeline_steps": {"anyOf": [{"items": {"additionalProperties": true, "type": "object"}, "type": "array"}, {"type": "null"}], "title": "Pipeline Steps"}, "geoserver_push": {"anyOf": [{"items": {"additionalProperties": true, "type": "object"}, "type": "array"}, {"type": "null"}], "title": "Geoserver Push"}, "model_input_data_spec": {"anyOf": [{"items": {"additionalProperties": true, "type": "object"}, "type": "array"}, {"type": "null"}], "title": "Model Input Data Spec"}, "postprocessing_options": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Postprocessing Options"}, "sharable": {"anyOf": [{"type": "boolean"}, {"type": "null"}], "title": "Sharable", "default": false}, "model_onboarding_config": {"anyOf": [{"$ref": "#/components/schemas/ModelOnboardingInputSchema"}, {"type": "null"}]}, "latest": {"anyOf": [{"type": "boolean"}, {"type": "null"}], "title": "Latest", "default": true}, "version": {"anyOf": [{"type": "number"}, {"type": "null"}], "title": "Version", "default": 1.0}, "internal_name": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Internal Name", "description": "Internal name for the model, generated automatically based on display_name."}, "id": {"type": "string", "format": "uuid", "title": "Id"}, "active": {"type": "boolean", "title": "Active"}, "created_by": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Created By", "default": ""}, "created_at": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": "null"}], "title": "Created At"}, "updated_at": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": "null"}], "title": "Updated At"}, "status": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Status"}}, "type": "object", "required": ["display_name", "id", "active", "status"], "title": "ModelGetResponse"}, "ModelListResponse": {"properties": {"total_records": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Total Records", "default": 0}, "page_count": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Page Count"}, "results": {"anyOf": [{"items": {"$ref": "#/components/schemas/ModelGetResponse"}, "type": "array"}, {"type": "null"}], "title": "Results", "default": []}}, "type": "object", "title": "ModelListResponse"}, "ModelOnboardingInputSchema": {"properties": {"fine_tuned_model_id": {"type": "string", "maxLength": 100, "title": "Fine Tuned Model Id", "description": ""}, "model_configs_url": {"type": "string", "title": "Model Configs Url", "description": "Presigned url model config file."}, "model_checkpoint_url": {"type": "string", "title": "Model Checkpoint Url", "description": "Presigned url to model checkpoint file."}}, "type": "object", "title": "ModelOnboardingInputSchema"}, "ModelUpdateInput": {"properties": {"display_name": {"type": "string", "title": "Display Name"}, "description": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Description"}, "model_url": {"anyOf": [{"type": "string", "maxLength": 2083, "minLength": 1, "format": "uri"}, {"type": "null"}], "title": "Model Url"}, "pipeline_steps": {"anyOf": [{"items": {"additionalProperties": true, "type": "object"}, "type": "array"}, {"type": "null"}], "title": "Pipeline Steps"}, "geoserver_push": {"anyOf": [{"items": {"additionalProperties": true, "type": "object"}, "type": "array"}, {"type": "null"}], "title": "Geoserver Push"}, "model_input_data_spec": {"anyOf": [{"items": {"additionalProperties": true, "type": "object"}, "type": "array"}, {"type": "null"}], "title": "Model Input Data Spec"}, "postprocessing_options": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Postprocessing Options"}, "sharable": {"anyOf": [{"type": "boolean"}, {"type": "null"}], "title": "Sharable", "default": false}, "model_onboarding_config": {"anyOf": [{"$ref": "#/components/schemas/ModelOnboardingInputSchema"}, {"type": "null"}]}, "latest": {"anyOf": [{"type": "boolean"}, {"type": "null"}], "title": "Latest"}}, "type": "object", "required": ["display_name"], "title": "ModelUpdateInput"}, "ModelUseCaseListResponse": {"properties": {"total_records": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Total Records", "default": 0}, "page_count": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Page Count"}, "results": {"items": {"$ref": "#/components/schemas/ModelUseCaseResponse"}, "type": "array", "title": "Results", "default": []}}, "type": "object", "title": "ModelUseCaseListResponse"}, "ModelUseCaseNestedModelStyle": {"properties": {"id": {"type": "string", "format": "uuid", "title": "Id"}, "name": {"type": "string", "title": "Name"}, "scaled_bands": {"anyOf": [{"items": {}, "type": "array"}, {"type": "null"}], "title": "Scaled Bands"}, "resolution": {"anyOf": [{"type": "number"}, {"type": "null"}], "title": "Resolution"}, "data_type": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Data Type"}, "asset_categories": {"anyOf": [{"items": {}, "type": "array"}, {"type": "null"}], "title": "Asset Categories", "default": []}, "base_style": {"type": "string", "title": "Base Style"}, "asset_style": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Asset Style"}}, "type": "object", "required": ["id", "name", "base_style"], "title": "ModelUseCaseNestedModelStyle"}, "ModelUseCaseRequestSchema": {"properties": {"name": {"type": "string", "maxLength": 63, "title": "Name"}, "model_style_id": {"type": "string", "format": "uuid", "title": "Model Style Id"}, "description": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Description"}, "rest_endpoint": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Rest Endpoint"}, "grpc_endpoint": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Grpc Endpoint"}, "internal_grpc_endpoint": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Internal Grpc Endpoint"}, "scaled_bands": {"anyOf": [{"items": {}, "type": "array"}, {"type": "null"}], "title": "Scaled Bands"}, "resolution": {"anyOf": [{"type": "number"}, {"type": "null"}], "title": "Resolution"}, "scaling_factor": {"anyOf": [{"type": "number"}, {"type": "null"}], "title": "Scaling Factor"}, "sharable": {"anyOf": [{"type": "boolean"}, {"type": "null"}], "title": "Sharable", "default": false}, "collections": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Collections", "example": {"L30": {"1": "B02", "4": "B05"}}}, "extra_info": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Extra Info", "default": {"model_framework": "terratorch"}}}, "type": "object", "required": ["model_style_id"], "title": "ModelUseCaseRequestSchema"}, "ModelUseCaseResponse": {"properties": {"id": {"type": "string", "format": "uuid", "title": "Id"}, "active": {"type": "boolean", "title": "Active"}, "created_by": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Created By", "default": ""}, "created_at": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": "null"}], "title": "Created At"}, "updated_at": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": "null"}], "title": "Updated At"}, "name": {"type": "string", "title": "Name"}, "description": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Description"}, "rest_endpoint": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Rest Endpoint"}, "grpc_endpoint": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Grpc Endpoint"}, "internal_grpc_endpoint": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Internal Grpc Endpoint"}, "scaled_bands": {"anyOf": [{"items": {}, "type": "array"}, {"type": "null"}], "title": "Scaled Bands"}, "resolution": {"anyOf": [{"type": "number"}, {"type": "null"}], "title": "Resolution"}, "scaling_factor": {"anyOf": [{"type": "number"}, {"type": "null"}], "title": "Scaling Factor"}, "sharable": {"anyOf": [{"type": "boolean"}, {"type": "null"}], "title": "Sharable", "default": false}, "model_style": {"anyOf": [{"$ref": "#/components/schemas/ModelUseCaseNestedModelStyle"}, {"type": "null"}]}, "collections": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Collections"}, "extra_info": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Extra Info"}}, "type": "object", "required": ["id", "active", "name"], "title": "ModelUseCaseResponse"}, "ModelUseCaseStatusResponse": {"properties": {"id": {"type": "string", "format": "uuid", "title": "Id"}, "name": {"type": "string", "title": "Name"}, "status": {"type": "string", "title": "Status"}, "fine_tuned_model_id": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Fine Tuned Model Id"}, "model_configs_url": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Model Configs Url"}, "model_checkpoint_url": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Model Checkpoint Url"}, "model_onboarding_token": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Model Onboarding Token"}, "onbording_message": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Onbording Message"}}, "type": "object", "required": ["id", "name", "status"], "title": "ModelUseCaseStatusResponse"}, "NotificationCreate": {"properties": {"event_id": {"type": "string", "format": "uuid", "title": "Event Id", "description": "An identifier generated for every event when an inference job is started."}, "detail_type": {"type": "string", "title": "Detail Type", "description": "Describes the nature of the event.", "example": "Inference:Task:Notifications"}, "source": {"type": "string", "title": "Source", "description": "Identifies the service that generated the webhook event.", "example": "com.ibm.prithvi-100m-hls2-flood-segmentation"}, "timestamp": {"type": "string", "format": "date-time", "title": "Timestamp", "description": "The event timestamp specified by the service generating the event.", "example": "2023-08-13T16:31:47Z"}, "detail": {"additionalProperties": true, "type": "object", "title": "Detail", "description": "JSON object with information about the event."}, "inference_id": {"anyOf": [{"type": "string", "format": "uuid"}, {"type": "null"}], "title": "Inference Id"}}, "type": "object", "required": ["event_id", "detail_type", "source", "timestamp", "detail"], "title": "NotificationCreate"}, "NotificationGetResponse": {"properties": {"id": {"anyOf": [{"type": "string", "format": "uuid"}, {"type": "null"}], "title": "Id"}, "detail": {"anyOf": [{"$ref": "#/components/schemas/InferenceWebhookMessageDetails"}, {"type": "null"}], "default": {}}, "source": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Source"}, "detail_type": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Detail Type"}, "timestamp": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": "null"}], "title": "Timestamp"}, "event_id": {"type": "string", "format": "uuid", "title": "Event Id", "description": "An identifier generated for every event when an inference job is started."}}, "type": "object", "required": ["event_id"], "title": "NotificationGetResponse"}, "NotificationListResponse": {"properties": {"total_records": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Total Records", "default": 0}, "page_count": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Page Count"}, "results": {"items": {"$ref": "#/components/schemas/NotificationGetResponse"}, "type": "array", "title": "Results", "default": []}}, "type": "object", "title": "NotificationListResponse"}, "OnboardModelRequest": {"properties": {"model_framework": {"anyOf": [{"$ref": "#/components/schemas/ModelFramework"}, {"type": "null"}], "description": "Options: [mmseg|terratorch|terratorch-v2|pytorch]", "default": "terratorch"}, "model_id": {"type": "string", "title": "Model Id", "description": "Identifier for the model"}, "model_name": {"type": "string", "title": "Model Name", "description": "Identifier for the model"}, "model_configs_url": {"type": "string", "minLength": 1, "format": "uri", "title": "Model Configs Url", "description": "Presigned URL for the model configuration file"}, "model_checkpoint_url": {"type": "string", "minLength": 1, "format": "uri", "title": "Model Checkpoint Url", "description": "Presigned URL for the model checkpoint file"}, "deployment_type": {"anyOf": [{"$ref": "#/components/schemas/DeploymentType"}, {"type": "null"}], "description": "Deployment type: cpu, gpu", "default": "gpu"}, "resources": {"anyOf": [{"$ref": "#/components/schemas/CPUResourceConfig"}, {"type": "null"}], "description": "CPU and memory resources"}, "gpu_resources": {"anyOf": [{"$ref": "#/components/schemas/GPUResourceConfig"}, {"type": "null"}], "description": "GPU resources (only for GPU deployment)"}, "inference_container_image": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Inference Container Image", "description": "Optional custom docker image to be used for deployment"}}, "type": "object", "required": ["model_id", "model_name", "model_configs_url", "model_checkpoint_url"], "title": "OnboardModelRequest"}, "PostProcessing": {"properties": {"cloud_masking": {"anyOf": [{"type": "boolean"}, {"type": "string"}, {"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Cloud Masking"}, "snow_ice_masking": {"anyOf": [{"type": "boolean"}, {"type": "string"}, {"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Snow Ice Masking"}, "permanent_water_masking": {"anyOf": [{"type": "boolean"}, {"type": "string"}, {"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Permanent Water Masking"}, "ocean_masking": {"anyOf": [{"type": "boolean"}, {"type": "string"}, {"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Ocean Masking"}}, "additionalProperties": true, "type": "object", "title": "PostProcessing"}, "SpatialDomain": {"properties": {"bbox": {"anyOf": [{"items": {"items": {"type": "number"}, "type": "array"}, "type": "array"}, {"type": "null"}], "title": "Bbox"}, "polygons": {"anyOf": [{"items": {}, "type": "array"}, {"type": "null"}], "title": "Polygons"}, "tiles": {"anyOf": [{"items": {}, "type": "array"}, {"type": "null"}], "title": "Tiles"}, "urls": {"anyOf": [{"items": {}, "type": "array"}, {"type": "null"}], "title": "Urls"}}, "type": "object", "title": "SpatialDomain"}, "StatusResponseSchema": {"properties": {"name": {"type": "string", "title": "Name"}}, "type": "object", "required": ["name"], "title": "StatusResponseSchema"}, "TaskCreate": {"properties": {"inference_id": {"type": "string", "format": "uuid", "title": "Inference Id"}, "task_id": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Task Id"}, "inference_folder": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Inference Folder"}, "status": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Status", "default": "PENDING"}, "pipeline_steps": {"anyOf": [{"items": {"additionalProperties": true, "type": "object"}, "type": "array"}, {"type": "null"}], "title": "Pipeline Steps"}}, "type": "object", "required": ["inference_id"], "title": "TaskCreate"}, "TaskIn": {"properties": {"name": {"type": "string", "title": "Name"}, "description": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Description"}, "purpose": {"anyOf": [{"$ref": "#/components/schemas/TaskPurposeEnum"}, {"type": "null"}], "description": "The use case for this task", "default": "Segmentation"}, "content": {"type": "string", "title": "Content", "description": "Base64 encoded string of a fine-tuning yaml template."}, "model_params": {"anyOf": [{}, {"type": "null"}], "title": "Model Params", "default": {}}, "extra_info": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Extra Info", "description": "Extra params e.g {'runtime_image': 'us.icr.io/gfmaas/geostudio-ft-deploy:v3'}", "default": {"runtime_image": ""}}, "dataset_id": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Dataset Id"}}, "type": "object", "required": ["name", "content"], "title": "TaskIn", "description": "Model for input parameters to create a new task.\n\nAttributes\n----------\nname : str\n    The name of the task. This field is required.\ndescription : str, optional\n    A brief description of the task. Defaults to None.\ncontent : str\n    A Base64 encoded string representing a fine-tuning YAML template.\nmodel_params : Any, optional\n    Parameters for the model associated with the task. Defaults to an empty dictionary.\nextra_info : dict, optional\n    Additional parameters for the task, such as runtime image information used to run the Tune task.\n    Defaults to {'runtime_image': ''}.\ndataset_id: str, optional\n    Dataset ID for the created task\n\nRaises\n------\nValueError\n    If the `content` field is not a valid Base64 encoded string or if the `name` field is empty.\n\nExamples\n--------\n>>> task_input = TaskIn(\n...     name='My Fine-tuning Task',\n...     description='Task for fine-tuning a model.',\n...     content='c29tZSBCYXNlNjQgc3RyaW5n',\n...     model_params={\"param1\": \"value1\"},\n...     extra_info={\"runtime_image\": \"us.icr.io/gfmaas/geostudio-ft-deploy:v3\"}\n... )\n>>> task_input.name\n'My Fine-tuning Task'"}, "TaskOut": {"properties": {"id": {"type": "string", "format": "uuid", "title": "Id"}, "active": {"type": "boolean", "title": "Active"}, "created_by": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Created By", "default": ""}, "created_at": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": "null"}], "title": "Created At"}, "updated_at": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": "null"}], "title": "Updated At"}, "name": {"type": "string", "title": "Name"}, "description": {"type": "string", "title": "Description"}, "purpose": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Purpose"}, "model_params": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "string"}, {"type": "null"}], "title": "Model Params", "default": {}}, "extra_info": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Extra Info"}}, "type": "object", "required": ["id", "active", "name", "description"], "title": "TaskOut", "description": "Response model for a tuning task.\n\nAttributes\n----------\nname : str\n    The name of the tuning task.\ndescription : str\n    A description of the tuning job.\nmodel_params : dict or str, optional\n    Parameters for the model associated with the tuning task. Defaults to an empty dictionary.\n\nRaises\n------\nValueError\n    If any required fields are not provided or if they contain invalid values.\n\nExamples\n--------\n>>> task_out = TaskOut(name=\"some_name\", description=\"some description\")\n>>> task_out.name\n\"some_name\""}, "TaskPurposeEnum": {"type": "string", "enum": ["Regression", "Segmentation", "Other", "Multimodal"], "title": "TaskPurposeEnum"}, "TasksOut": {"properties": {"total_records": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Total Records", "default": 0}, "page_count": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Page Count"}, "results": {"items": {"$ref": "#/components/schemas/TasksOutRecord"}, "type": "array", "title": "Results"}}, "type": "object", "required": ["results"], "title": "TasksOut", "description": "Response Model for Tasks list\n\nAttributes\n----------\nListResponse : list of TasksOutRecord\n    List of tuning tasks\n\nExamples\n--------\n>>> tune_tasks_response = TasksOut(results=[TasksOutRecord(name='Task 1', description='First tuning task')])\n>>> tune_tasks_response.results[0].name\n'Task 1'"}, "TasksOutRecord": {"properties": {"id": {"type": "string", "format": "uuid", "title": "Id"}, "active": {"type": "boolean", "title": "Active"}, "created_by": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Created By", "default": ""}, "created_at": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": "null"}], "title": "Created At"}, "updated_at": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": "null"}], "title": "Updated At"}, "name": {"type": "string", "title": "Name"}, "description": {"type": "string", "title": "Description"}, "purpose": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Purpose"}, "extra_info": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Extra Info"}}, "type": "object", "required": ["id", "active", "name", "description"], "title": "TasksOutRecord", "description": "Response model for a tuning task record.\n\nAttributes\n----------\nname : str\n    The name of the tuning task record.\ndescription : str\n    A description of the tuning job.\nRaises\n------\nValueError\n    If any required fields are not provided or if they contain invalid values.\n\nExamples\n--------\n>>> task_out_record = TasksOutRecord(name=\"some_name\", description=\"some description\")\n>>> task_out_record.name\n\"some_name\""}, "TryOutTuneInput": {"properties": {"model_display_name": {"type": "string", "title": "Model Display Name", "default": ""}, "description": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Description", "default": "try-out"}, "location": {"type": "string", "title": "Location"}, "geoserver_layers": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Geoserver Layers"}, "spatial_domain": {"$ref": "#/components/schemas/SpatialDomain"}, "temporal_domain": {"items": {"type": "string"}, "type": "array", "title": "Temporal Domain"}, "model_input_data_spec": {"anyOf": [{"items": {"additionalProperties": true, "type": "object"}, "type": "array"}, {"type": "null"}], "title": "Model Input Data Spec"}, "data_connector_config": {"anyOf": [{"items": {"$ref": "#/components/schemas/DataSource"}, "type": "array"}, {"type": "null"}], "title": "Data Connector Config"}, "geoserver_push": {"anyOf": [{"items": {"$ref": "#/components/schemas/GeoServerPush"}, "type": "array"}, {"type": "null"}], "title": "Geoserver Push"}, "post_processing": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Post Processing"}, "maxcc": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Maxcc", "default": 100}}, "type": "object", "required": ["location", "spatial_domain", "temporal_domain"], "title": "TryOutTuneInput"}, "TuneAndInferenceModel": {"properties": {"id": {"type": "string", "title": "Id"}, "name": {"type": "string", "title": "Name"}, "status": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Status", "default": ""}, "shared": {"anyOf": [{"type": "boolean"}, {"type": "null"}], "title": "Shared", "default": false}, "description": {"type": "string", "title": "Description"}, "model_type": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Model Type", "default": ""}, "active_": {"type": "boolean", "title": "Active"}, "created_by_": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Created By", "default": ""}, "created_at_": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": "null"}], "title": "Created At"}, "updated_at_": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": "null"}], "title": "Updated At"}}, "type": "object", "required": ["id", "name", "description", "active_"], "title": "TuneAndInferenceModel", "description": "Combined response model for tunes and inference models.\n\nAttributes\n----------\nid : str\n    A unique identifier for tune or inference model.\nname : str\n    The name of the tune or inference model.\nstatus : str, optional\n    The current status of the tune or inference model. Defaults to an empty string.\nshared: bool\n    Whether the tune/model is sharable accross users. Defaults to False.\ndescription : str\n    A description of the tune or inference model.\nmodel_type : str, optional\n    Whether it is a tune or inference model. Defaults to an empty string.\n\nRaises\n------\nValueError\n    If any required fields are not provided or if they contain invalid values.\n\nExamples\n--------\n>>> tunes_model_response = TuneAndInferenceModel(id='123', name='Tuning Job 1', description='Description of the job')\n>>> tunes_model_response.status\n''"}, "TuneBaseModel": {"properties": {"id": {"type": "string", "format": "uuid", "title": "Id"}, "name": {"type": "string", "title": "Name"}}, "type": "object", "required": ["id", "name"], "title": "TuneBaseModel", "description": "Model for the Tune BaseModel\n\nAttributes\n----------\nid : uuid.UUID\n    The unique identifier of the TuneBaseModel, generated using `uuid.uuid4()`.\nname : str\n    The name of the TuneBaseModel\n\nRaises\n------\nValueError\n    If any required fields are not provided or if they contain invalid values.\n\nExamples\n--------\n>>> tunes_base_model = TuneBaseModel(id=\"123\",name=\"some_name\")\n>>> tunes_base_model.name\n'some_name'"}, "TuneDownloadOut": {"properties": {"id": {"type": "string", "title": "Id"}, "name": {"type": "string", "title": "Name"}, "description": {"type": "string", "title": "Description"}, "config_url": {"type": "string", "title": "Config Url"}, "checkpoint_url": {"type": "string", "title": "Checkpoint Url"}}, "type": "object", "required": ["id", "name", "description", "config_url", "checkpoint_url"], "title": "TuneDownloadOut", "description": "Model for downloading Tune resources.\n\nAttributes\n----------\nid : str\n    A unique identifier for the Tune.\nname : str\n    The name of the Tune.\ndescription : str\n    A brief description of the Tune.\nconfig_url : str\n    Presigned COS URL to download the configuration file associated with the Tune.\ncheckpoint_url : str\n    Presigned COS URL to download the checkpoint file associated with the Tune.\n\nRaises\n------\nValueError\n    If any of the URLs are not valid or if required attributes are missing.\n\nExamples\n--------\n>>> tune_download = TuneDownloadOut(\n...     id='tune_001',\n...     name='Tune 1',\n...     description='Downloadable resources for Tune 1',\n...     config_url='https://s3.com/config/tune_001.json',\n...     checkpoint_url='https://s3.com/checkpoints/tune_001.ckpt'\n... )\n>>> tune_download.name\n'Tuning Job 1'"}, "TuneOut": {"properties": {"id": {"type": "string", "title": "Id"}, "active": {"type": "boolean", "title": "Active"}, "created_by": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Created By", "default": ""}, "created_at": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": "null"}], "title": "Created At"}, "updated_at": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": "null"}], "title": "Updated At"}, "name": {"type": "string", "title": "Name"}, "description": {"type": "string", "title": "Description"}, "task": {"anyOf": [{"$ref": "#/components/schemas/TuneTask"}, {"type": "null"}]}, "dataset_id": {"type": "string", "title": "Dataset Id"}, "base_model": {"anyOf": [{"$ref": "#/components/schemas/TuneBaseModel"}, {"type": "null"}]}, "mcad_id": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Mcad Id", "default": ""}, "status": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Status", "default": ""}, "latest_chkpt": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Latest Chkpt", "default": ""}, "logs": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Logs", "default": ""}, "metrics": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Metrics", "default": ""}, "shared": {"anyOf": [{"type": "boolean"}, {"type": "null"}], "title": "Shared", "default": false}}, "type": "object", "required": ["id", "active", "name", "description", "dataset_id"], "title": "TuneOut", "description": "Response model for tuning jobs.\n\nAttributes\n----------\nid : str\n    A unique identifier for the tuning job.\nname : str\n    The name of the tuning job.\ndescription : str\n    A description of the tuning job.\ntask : TuneTask, optional\n    The associated task for the tuning job. Defaults to None.\ndataset : TuneDataset, optional\n    The dataset used for the tuning job. Defaults to None.\nbase_model : TuneBaseModel, optional\n    The base model used for the tuning job. Defaults to None.\nmcad_id : str, optional\n    Identifier for the MCAD job. Defaults to an empty string. TODO: Change this to k8_job_id\nstatus : str, optional\n    The current status of the tuning job. Defaults to an empty string.\nlatest_chkpt : str, optional\n    The filename of the latest checkpoint for the tuning job. Defaults to an empty string.\n\nRaises\n------\nValueError\n    If any required fields are not provided or if they contain invalid values.\n\nExamples\n--------\n>>> tune_job = TuneOut(id='123', name='Tuning Job 1', description='Description of the job')\n>>> tune_job.status\n''"}, "TuneStatusOut": {"properties": {"id": {"type": "string", "title": "Id"}, "active": {"type": "boolean", "title": "Active"}, "created_by": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Created By", "default": ""}, "created_at": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": "null"}], "title": "Created At"}, "updated_at": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": "null"}], "title": "Updated At"}, "name": {"type": "string", "title": "Name"}, "description": {"type": "string", "title": "Description"}, "task": {"anyOf": [{"$ref": "#/components/schemas/TuneTask"}, {"type": "null"}]}, "dataset_id": {"type": "string", "title": "Dataset Id"}, "base_model": {"anyOf": [{"$ref": "#/components/schemas/TuneBaseModel"}, {"type": "null"}]}, "mcad_id": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Mcad Id", "default": ""}, "status": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Status", "default": ""}, "latest_chkpt": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Latest Chkpt", "default": ""}, "logs": {"anyOf": [{}, {"type": "null"}], "title": "Logs"}, "metrics": {"anyOf": [{"items": {"additionalProperties": true, "type": "object"}, "type": "array"}, {"type": "null"}], "title": "Metrics", "default": []}, "shared": {"anyOf": [{"type": "boolean"}, {"type": "null"}], "title": "Shared", "default": false}, "config_json": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Config Json", "default": {}}, "progress": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Progress"}, "logs_presigned_url": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Logs Presigned Url"}, "tuning_config": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Tuning Config"}, "tuning_config_presigned_url": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Tuning Config Presigned Url"}, "train_options": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Train Options", "default": {}}, "tune_template_id": {"anyOf": [{"type": "string", "format": "uuid"}, {"type": "null"}], "title": "Tune Template Id"}, "model_parameters": {"anyOf": [{}, {"type": "null"}], "title": "Model Parameters", "default": {}}}, "type": "object", "required": ["id", "active", "name", "description", "dataset_id"], "title": "TuneStatusOut", "description": "Response model for tuning job status.\n\nAttributes\n----------\nconfig_json : dict, optional\n    JSON configuration for the tuning job. Defaults to an empty dictionary.\nprogress : dict, optional\n    Progress of the tuning job. Defaults to None and is validated before use.\nmetrics : list of dict, optional\n    Metrics related to the tuning job. Defaults to an empty list and is validated before use.\nlogs : Any, optional\n    Logs associated with the tuning job. Defaults to None.\nlogs_presigned_url : str, optional\n    Presigned COS URL for accessing logs. Defaults to None.\ntuning_config: str, optional\n    Tuning config associated with the tuning job. Defaults to None.\ntuning_config_presigned_url: str, optional\n    Presigned COS URL for accessing the tuning config used for the tune. Defaults to None.\ntune_template_id:\n    A unique identifier for the tune template.\nmodel_parameters : dict, optional\n    Tune parameters. Defaults to empty dictionary.\n\nRaises\n------\nValueError\n    If the `progress` or `metrics` fields cannot be parsed into valid JSON objects.\n\nExamples\n--------\n>>> tune_status = TuneStatusOut(\n...     id='123',\n...     name='Tuning Job 1',\n...     description='Description of the job',\n...     progress='{\"total_iterations\": 10, \"complete_iterations\": 5}',\n...     metrics='[{\"accuracy\": 0.85}]'\n... )\n>>> tune_status.progress\n{'total_iterations': 10, 'complete_iterations': 5}\n>>> tune_status.metrics\n[{'accuracy': 0.85}]"}, "TuneSubmitIn": {"properties": {"name": {"type": "string", "maxLength": 30, "minLength": 4, "title": "Name", "description": "Alphanumeric, no special characters or spaces"}, "description": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Description"}, "dataset_id": {"type": "string", "title": "Dataset Id"}, "base_model_id": {"anyOf": [{"type": "string", "format": "uuid"}, {"type": "null"}], "title": "Base Model Id"}, "tune_template_id": {"type": "string", "format": "uuid", "title": "Tune Template Id"}, "model_parameters": {"anyOf": [{}, {"type": "null"}], "title": "Model Parameters", "default": {}}, "train_options": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Train Options", "description": "Define options for training", "default": {}}}, "type": "object", "required": ["name", "dataset_id", "tune_template_id"], "title": "TuneSubmitIn", "description": "Schema for tune submission."}, "TuneSubmitOut": {"properties": {"tune_id": {"type": "string", "title": "Tune Id"}, "mcad_id": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Mcad Id"}, "status": {"type": "string", "enum": ["Pending", "Submitted", "In_progress", "Failed", "Finished", "Error"], "title": "Status"}, "message": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Message"}}, "type": "object", "required": ["tune_id", "status"], "title": "TuneSubmitOut", "description": "Model for the output of a tuning job submission.\n\nAttributes\n----------\ntune_id : str\n    A unique identifier for the submitted tuning job.\nmcad_id : str, optional\n    Identifier for the MCAD. Defaults to None.\nstatus : {'Pending', 'Submitted', 'In_progress', 'Failed', 'Finished', 'Error'}\n    The current status of the tuning job submission, represented as a literal type.\n    'Pending' - Tune is yet to be submitted to the Kubernetes job\n    'Submitted' - Tune has been submitted to the Kubernetes job\n    'In_progress' -  Tune is currently running\n    'Failed' - Tune encountered an error while running\n    'Error' - Tune never started running due to some error\nmessage : dict, optional\n    Additional information or error messages associated with the submission. Defaults to None.\n\nRaises\n------\nValueError\n    If the `status` is not one of the expected values\n     ('Pending', 'Submitted', 'In_progress', 'Failed', 'Finished', 'Error').\n\nExamples\n--------\n>>> tune_submission = TuneSubmitOut(\n...     tune_id='tune_001',\n...     mcad_id='mcad_001',\n...     status='Pending',\n...     message={\"info\": \"Submission is being processed.\"}\n... )\n>>> tune_submission.status\n'Pending'"}, "TuneTask": {"properties": {"id": {"type": "string", "format": "uuid", "title": "Id"}, "name": {"type": "string", "title": "Name"}}, "type": "object", "required": ["id", "name"], "title": "TuneTask", "description": "Model for the Tune Task\n\nAttributes\n----------\nid : uuid.UUID\n    The unique identifier of the TuneTask, generated using `uuid.uuid4()`.\nname : str\n    The name of the TuneTask\n\nRaises\n------\nValueError\n    If any required fields are not provided or if they contain invalid values.\n\n        Examples\n--------\n>>> tunes_task = TuneTask(id=\"123\",name=\"some_name\")\n>>> tunes_task.name\n'some_name'"}, "TuneUpdateIn": {"properties": {"name": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Name"}, "description": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Description"}, "train_options": {"anyOf": [{"additionalProperties": true, "type": "object"}, {"type": "null"}], "title": "Train Options", "default": {}}}, "type": "object", "title": "TuneUpdateIn", "description": "Model for updating tuning job details.\n\nAttributes\n----------\nname : str, optional\n    The name of the tuning job. Defaults to None.\ndescription : str, optional\n    A description of the tuning job. Defaults to None.\n\nRaises\n------\nValueError\n    If both `name` and `description` are None and an update is attempted.\n\nExamples\n--------\n>>> update_info = TuneUpdateIn(name='Updated Tune Job', description='Updated description')\n>>> update_info.name\n'Updated Tune Job'"}, "TunedModelMlflowMetrics": {"properties": {"id": {"type": "string", "title": "Id"}, "status": {"type": "string", "enum": ["FINISHED", "NOT_FOUND", "ERROR", "RUNNING"], "title": "Status"}, "runs": {"items": {"$ref": "#/components/schemas/MlflowRunMetrics"}, "type": "array", "title": "Runs"}, "details": {"type": "string", "title": "Details"}}, "type": "object", "required": ["id", "status", "runs", "details"], "title": "TunedModelMlflowMetrics", "description": "Model for storing metrics of tuned models in MLflow.\n\nAttributes\n----------\nid : str\n    A unique identifier for the tuned model.\nstatus : {'FINISHED', 'NOT_FOUND', 'ERROR', 'RUNNING'}\n    The current status of the tuned model, represented as a literal type.\n    'FINISHED' - Tune has completed succesfully\n    'NOT_FOUND' - Tune not created in the database\n    'ERROR' - Tune encountered error while runnning\n    'RUNNING' - Tune is currently running\nruns: list of dict\n    A list of MlflowRunMetrics associated with the current tune.\ndetails : str\n    Additional details about the tuned model.\n\nRaises\n------\nValueError\n    If the `status` is not one of the expected values ('FINISHED', 'NOT_FOUND', 'ERROR', 'RUNNING')\n      or if required attributes are missing.\n\nExamples\n--------\n>>> model_metrics = TunedModelMlflowMetrics(\n...     id='model_123',\n...     status='FINISHED',\n...     runs=MlflowRunMetrics(\n...         name='Test',\n...         status='FINISHED',\n...         epochs='1',\n...         metrics=[{\"accuracy\": 0.95, \"loss\": 0.05}],\n...     )\n...     details='Trained on dataset XYZ'\n... )\n>>> model_metrics.status\n'FINISHED'"}, "TunesAndInferenceModels": {"properties": {"total_records": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Total Records", "default": 0}, "page_count": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Page Count"}, "results": {"items": {"$ref": "#/components/schemas/TuneAndInferenceModel"}, "type": "array", "title": "Results"}}, "type": "object", "required": ["results"], "title": "TunesAndInferenceModels", "description": "Response Model for Tunes And Inference Models list\n\nAttributes\n----------\nListResponse : list of TuneAndInferenceModel\n    List of tunes and inference model\n\nExamples\n--------\n>>> tunes_model_response = TunesAndInferenceModels(results=[TuneAndInferenceModel(id='1', name='Tune and Inference Model Job 1', description='First tuning job')])\n>>> tunes_model_response.results[0].name\n'Tune and Inference Model Job 1'"}, "TunesOut": {"properties": {"total_records": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Total Records", "default": 0}, "page_count": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Page Count"}, "results": {"items": {"$ref": "#/components/schemas/TuneOut"}, "type": "array", "title": "Results"}}, "type": "object", "required": ["results"], "title": "TunesOut", "description": "Response Model for Tunes list\n\nAttributes\n----------\nListResponse : list of TuneOut\n    List of tunes\n\nExamples\n--------\n>>> tunes_response = TunesOut(results=[TuneOut(id='1', name='Tune Job 1', description='First tuning job')])\n>>> tunes_response.results[0].name\n'Tune Job 1'"}, "UploadTuneInput": {"properties": {"name": {"type": "string", "title": "Name"}, "description": {"type": "string", "title": "Description"}, "tune_config_url": {"type": "string", "title": "Tune Config Url"}, "tune_checkpoint_url": {"type": "string", "title": "Tune Checkpoint Url"}, "model_input_data_spec": {"anyOf": [{"items": {"additionalProperties": true, "type": "object"}, "type": "array"}, {"type": "null"}], "title": "Model Input Data Spec"}, "data_connector_config": {"anyOf": [{"items": {"$ref": "#/components/schemas/DataSource"}, "type": "array"}, {"type": "null"}], "title": "Data Connector Config"}}, "type": "object", "required": ["name", "description", "tune_config_url", "tune_checkpoint_url"], "title": "UploadTuneInput"}, "ValidationError": {"properties": {"loc": {"items": {"anyOf": [{"type": "string"}, {"type": "integer"}]}, "type": "array", "title": "Location"}, "msg": {"type": "string", "title": "Message"}, "type": {"type": "string", "title": "Error Type"}}, "type": "object", "required": ["loc", "msg", "type"], "title": "ValidationError"}, "gfmstudio__inference__schemas__DataAdvisorRequestSchema": {"properties": {"collections": {"items": {"type": "string"}, "type": "array", "title": "Collections"}, "dates": {"items": {"type": "string"}, "type": "array", "title": "Dates"}, "bbox": {"anyOf": [{"items": {"items": {"type": "number"}, "type": "array"}, "type": "array"}, {"type": "null"}], "title": "Bbox"}, "area_polygon": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Area Polygon"}, "maxcc": {"anyOf": [{"type": "number"}, {"type": "null"}], "title": "Maxcc"}, "pre_days": {"type": "integer", "title": "Pre Days", "default": 1}, "post_days": {"type": "integer", "title": "Post Days", "default": 1}}, "type": "object", "title": "DataAdvisorRequestSchema"}, "gfmstudio__inference__v1__schemas__DataAdvisorRequestSchema": {"properties": {"data_choice": {"type": "string", "title": "Data Choice"}, "date_start": {"type": "string", "title": "Date Start"}, "date_end": {"type": "string", "title": "Date End"}, "bbox": {"anyOf": [{"items": {}, "type": "array"}, {"type": "null"}], "title": "Bbox"}, "area_polygon": {"anyOf": [{"type": "string"}, {"type": "null"}], "title": "Area Polygon"}, "maxcc": {"anyOf": [{"type": "number"}, {"type": "null"}], "title": "Maxcc"}}, "type": "object", "required": ["data_choice", "date_start", "date_end"], "title": "DataAdvisorRequestSchema"}, "gfmstudio__inference__v1__schemas__InferenceListResponse": {"properties": {"total_records": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Total Records", "default": 0}, "page_count": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Page Count"}, "results": {"items": {"$ref": "#/components/schemas/InferenceResponse"}, "type": "array", "title": "Results", "default": []}}, "type": "object", "title": "InferenceListResponse"}, "gfmstudio__inference__v2__schemas__InferenceListResponse": {"properties": {"total_records": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Total Records", "default": 0}, "page_count": {"anyOf": [{"type": "integer"}, {"type": "null"}], "title": "Page Count"}, "results": {"anyOf": [{"items": {"$ref": "#/components/schemas/InferenceGetResponse"}, "type": "array"}, {"type": "null"}], "title": "Results", "default": []}}, "type": "object", "title": "InferenceListResponse"}}, "securitySchemes": {"HTTPBearer": {"type": "http", "scheme": "bearer"}, "APIKeyHeader": {"type": "apiKey", "in": "header", "name": "X-API-Key"}}}, "tags": [{"name": "Studio / Authentication", "description": "Obtain authentication token."}, {"name": "Inference / Models", "description": "View information on models available to user.."}, {"name": "Inference / Inference", "description": "Operations to run inference pipeline."}, {"name": "Inference / Data Sources", "description": "Operations on layers available for an inference."}, {"name": "FineTuning / Tunes"}, {"name": "FineTuning / Templates", "description": "Operations to run inference pipeline."}, {"name": "FineTuning / Datasets"}, {"name": "FineTuning / Base models"}, {"name": "Studio / Files"}, {"name": "Studio / Notifications"}, {"name": "Studio / Feedback"}], "servers": [{"url": "/studio-gateway", "description": "Studio Environment"}]}
diff --git a/geospatial-studio-sdk/scripts/docs.py b/geospatial-studio-sdk/scripts/docs.py
index b62431b..b93ea6b 100644
--- a/geospatial-studio-sdk/scripts/docs.py
+++ b/geospatial-studio-sdk/scripts/docs.py
@@ -17,7 +17,7 @@ def _copy_examples():
     dest_dir = "./docs/examples"
     if not os.path.exists(dest_dir):
         subprocess.run(["mkdir", "-p", dest_dir], text=True, check=True)
-    subprocess.run(f"cp -r {examples_dir}/* {dest_dir}/", text=True, check=True, shell=True)
+    subprocess.run(f"rsync -a --exclude='tune-tasks' {examples_dir}/ {dest_dir}/", text=True, check=True, shell=True)
 
 
 def _fetch_openapi_json(endpoint: str):