From f48d9d5a912cb336d3de4398d2a46560ee35be00 Mon Sep 17 00:00:00 2001
From: allegroai <>
Date: Sun, 17 Mar 2024 15:01:50 +0200
Subject: [PATCH] Fix HPO crashes when optimizing for single value scalars
 (#1221)

---
 clearml/automation/optimization.py | 10 ++++++++--
 1 file changed, 8 insertions(+), 2 deletions(-)

diff --git a/clearml/automation/optimization.py b/clearml/automation/optimization.py
index 08fa2c7c..dea2e250 100644
--- a/clearml/automation/optimization.py
+++ b/clearml/automation/optimization.py
@@ -2034,7 +2034,10 @@ class HyperParameterOptimizer(object):
                 if job_id in completed_jobs:
                     if value != completed_jobs[job_id][0]:
                         iteration_value = self._objective_metric.get_current_raw_objective(job_id)
-                        iteration = [it_[0] if it_ else -1 for it_ in iteration_value]
+                        if iteration_value:
+                            iteration = [it_[0] if it_ else -1 for it_ in iteration_value]
+                        else:
+                            iteration = [-1]
                         completed_jobs[job_id] = (
                             value,
                             iteration,
@@ -2049,7 +2052,10 @@ class HyperParameterOptimizer(object):
                     pairs.append((i, value))
                     labels.append(str(params)[1:-1])
                     iteration_value = self._objective_metric.get_current_raw_objective(job_id)
-                    iteration = [it_[0] if it_ else -1 for it_ in iteration_value]
+                    if iteration_value:
+                        iteration = [it_[0] if it_ else -1 for it_ in iteration_value]
+                    else:
+                        iteration = [-1]
                     completed_jobs[job_id] = (
                         value,
                         iteration,