revert unwanted changes

Author: tejaschumbalkar

src/sagemaker/image_uri_config/autogluon.json

@@ -489,15 +489,12 @@
                     "cn-north-1": "727897471807",
                     "cn-northwest-1": "727897471807",
                     "eu-central-1": "763104351884",
-                    "eu-central-2": "380420809688",
                     "eu-north-1": "763104351884",
                     "eu-west-1": "763104351884",
                     "eu-west-2": "763104351884",
                     "eu-west-3": "763104351884",
                     "eu-south-1": "692866216735",
-                    "eu-south-2": "503227376785",
                     "me-south-1": "217643126080",
-                    "me-central-1": "914824155844",
                     "sa-east-1": "763104351884",
                     "us-east-1": "763104351884",
                     "us-east-2": "763104351884",

tests/unit/test_session.py

@@ -1234,47 +1234,6 @@ def assert_create_tuning_job_request(**kwrags):
     )
 
 
-def test_tune_with_strategy_config(sagemaker_session):
-    def assert_create_tuning_job_request(**kwrags):
-        assert (
-            kwrags["HyperParameterTuningJobConfig"]["StrategyConfig"]["HyperbandStrategyConfig"][
-                "MinResource"
-            ]
-            == SAMPLE_HYPERBAND_STRATEGY_CONFIG["HyperbandStrategyConfig"]["MinResource"]
-        )
-        assert (
-            kwrags["HyperParameterTuningJobConfig"]["StrategyConfig"]["HyperbandStrategyConfig"][
-                "MaxResource"
-            ]
-            == SAMPLE_HYPERBAND_STRATEGY_CONFIG["HyperbandStrategyConfig"]["MaxResource"]
-        )
-
-    sagemaker_session.sagemaker_client.create_hyper_parameter_tuning_job.side_effect = (
-        assert_create_tuning_job_request
-    )
-    sagemaker_session.tune(
-        job_name="dummy-tuning-1",
-        strategy="Bayesian",
-        objective_type="Maximize",
-        objective_metric_name="val-score",
-        max_jobs=100,
-        max_parallel_jobs=5,
-        parameter_ranges=SAMPLE_PARAM_RANGES,
-        static_hyperparameters=STATIC_HPs,
-        image_uri="dummy-image-1",
-        input_mode="File",
-        metric_definitions=SAMPLE_METRIC_DEF,
-        role=EXPANDED_ROLE,
-        input_config=SAMPLE_INPUT,
-        output_config=SAMPLE_OUTPUT,
-        resource_config=RESOURCE_CONFIG,
-        stop_condition=SAMPLE_STOPPING_CONDITION,
-        tags=None,
-        warm_start_config=None,
-        strategy_config=SAMPLE_HYPERBAND_STRATEGY_CONFIG,
-    )
-
-
 def test_tune_with_encryption_flag(sagemaker_session):
     def assert_create_tuning_job_request(**kwrags):
         assert (