Hey @ujjirox,
Is the error log you attached the whole error log? They should be more, maybe in cloudwatch.
Additionally
2021-06-22 15:34:39 Starting - Starting the training job...
2021-06-22 15:35:03 Starting - Launching requested ML instancesProfilerReport-1624376073: InProgress
.........
2021-06-22 15:36:33 Starting - Preparing the instances for training.........
2021-06-22 15:38:06 Downloading - Downloading input data
2021-06-22 15:38:06 Training - Downloading the training image.....................
2021-06-22 15:41:34 Uploading - Uploading generated training model
2021-06-22 15:41:34 Failed - Training job failed

 → shows that you ran training for 4minutes and also SageMaker tried to upload your model. Maybe there was an issue with uploading the model.