From bc65ebb95506b1362b717151405135247db5d3b1 Mon Sep 17 00:00:00 2001
From: vitor-aignosi <vitor.santos@aignosi.com.br>
Date: Wed, 17 Jun 2026 17:26:34 -0300
Subject: [PATCH] SIENTIAPDE-1645: Use absolute time (time.time()) for training
 start timestamps instead of monotonic time.

---
 model_manager/activities/training.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/model_manager/activities/training.py b/model_manager/activities/training.py
index 7bcf219..a6cc284 100644
--- a/model_manager/activities/training.py
+++ b/model_manager/activities/training.py
@@ -315,7 +315,7 @@ class Training(SientiaMonitoring):
         metadata: dict | None,
     ) -> TrainModelResult:
         labels = self._get_training_labels(train_params)
-        start_time = time.monotonic()
+        start_time = time.time()
         try:
             return self.data_manager_repository.prepare_training_data(
                 train_file_bytes=train_bytes,
@@ -353,7 +353,7 @@ class Training(SientiaMonitoring):
             metadata,
         )
 
-        start_time = time.monotonic()
+        start_time = time.time()
         try:
             wrapper.train(
                 train_data=train_data,