polishing

Author: kshpv

tests/post_training/README.md

@@ -160,3 +160,11 @@ To mark a test as expected to fail (xfail) when a number of compression operatio
   ...
   num_compressed_xfail_reason: "Issue-<jira ticket number>"
 ```
+
+To mark a test as expected to fail (xfail) during the compression process with an exception:
+
+```yml
+<Name from model scopes>_backend_<BACKEND>:
+  ...
+  exception_xfail_reason: "Issue-<jira ticket number>"
+```

tests/post_training/experimental/sparsify_activations/pipelines.py

@@ -83,10 +83,6 @@ def _compress(self):
             )
 
     def get_num_compressed(self) -> None:
-        """
-
-        Get number of the FakeQuantize nodes in the compressed IR.
-        """
         super().get_num_compressed()
         ie = ov.Core()
         model = ie.read_model(model=self.path_compressed_ir)

tests/post_training/pipelines/base.py

@@ -422,11 +422,6 @@ def save_compressed_model(self) -> None:
             ov.serialize(self.compressed_model, str(self.path_compressed_ir))
 
     def get_num_compressed(self) -> None:
-        """
-
-        Get number of the FakeQuantize nodes in the compressed IR.
-        """
-
         ie = ov.Core()
         model = ie.read_model(model=self.path_compressed_ir)
 

tests/post_training/pipelines/lm_weight_compression.py

@@ -223,8 +223,7 @@ def save_compressed_model(self) -> None:
             )
 
     def run_bench(self) -> None:
-        # Does not apply to LMWeightCompression
-        return
+        pass
 
     def _dump_model_fp32(self) -> None:
         """

tests/post_training/test_quantize_conformance.py

@@ -284,7 +284,13 @@ def create_pipeline_kwargs(test_model_param, subset_size, test_case_name, refere
 
 
 def _update_status(pipeline: BaseTestPipeline, errors: List[ErrorReason]) -> List[str]:
-    """ """
+    """
+    Updates status of the pipeline based on the errors encountered during the run.
+
+    :param pipeline: The pipeline object containing run information.
+    :param errors: List of errors encountered during the run.
+    :return: List of unexpected errors.
+    """
     pipeline.run_info.status = ""  # Successful status
     xfails, unexpected_errors = [], []
     for report in errors:
@@ -304,6 +310,13 @@ def _collect_errors(
     pipeline: BaseTestPipeline,
     exception_report: Optional[ErrorReport] = None,
 ) -> List[ErrorReport]:
+    """
+    Collects errors based on the pipeline's run information and exception happened during the run.
+
+    :param pipeline: The pipeline object containing run information.
+    :param exception_report: Optional exception report.
+    :return: List of error reports.
+    """
     errors = []
 
     if exception_report: