print properties of compile model

optimum/intel/openvino/modeling_base.py

@@ -30,7 +30,7 @@
 
 from ...exporters.openvino import export, main_export
 from ..utils.import_utils import is_nncf_available, is_transformers_version
-from .utils import ONNX_WEIGHTS_NAME, OV_XML_FILE_NAME
+from .utils import ONNX_WEIGHTS_NAME, OV_XML_FILE_NAME, print_compile_model_properties
 
 
 if is_transformers_version("<", "4.25.0"):
@@ -346,6 +346,11 @@ def compile(self):
                 ov_config["CACHE_DIR"] = str(cache_dir)
                 logger.info(f"Setting OpenVINO CACHE_DIR to {str(cache_dir)}")
             self.request = core.compile_model(self.model, self._device, ov_config)
+            # OPENVINO_LOG_LEVEL can be found in https://docs.openvino.ai/2023.2/openvino_docs_OV_UG_supported_plugins_AUTO_debugging.html
+            if 'OPENVINO_LOG_LEVEL' in os.environ and int(os.environ['OPENVINO_LOG_LEVEL']) > 2:
+                logger.info(f'{self._device} SUPPORTED_PROPERTIES:')
+                print_compile_model_properties(self.request)
+
 
     def _reshape(
         self,

optimum/intel/openvino/utils.py

@@ -16,13 +16,16 @@
 import json
 import os
 from glob import glob
+import logging
 
 import numpy as np
 from huggingface_hub import model_info
 from openvino.runtime import Type
 from transformers.onnx.utils import ParameterFormat, compute_serialized_parameters_size
 
 
+logger = logging.getLogger(__name__)
+
 OV_XML_FILE_NAME = "openvino_model.xml"
 OV_ENCODER_NAME = "openvino_encoder_model.xml"
 OV_DECODER_NAME = "openvino_decoder_model.xml"
@@ -123,3 +126,21 @@ def _is_timm_ov_dir(model_dir):
         if hf_hub_id and model_info(hf_hub_id).library_name == "timm":
             return True
     return False
+
+
+def param_to_string(parameters) -> str:
+    """Convert a list / tuple of parameters returned from IE to a string."""
+    if isinstance(parameters, (list, tuple)):
+        return ', '.join([str(x) for x in parameters])
+    else:
+        return str(parameters)
+
+
+def print_compile_model_properties(compile_model):
+    for property_key in compile_model.get_property('SUPPORTED_PROPERTIES'):
+        if property_key not in ('SUPPORTED_METRICS', 'SUPPORTED_CONFIG_KEYS', 'SUPPORTED_PROPERTIES'):
+            try:
+                property_val = compile_model.get_property(property_key)
+            except TypeError:
+                property_val = 'UNSUPPORTED TYPE'
+            logger.info(f'\t{property_key}: {param_to_string(property_val)}')