[OpenVINO] Update SAM low precision references (#1499)

* Update SAM low precision references

* Fix

* Fix 2

Author: nikita-savelyevv

tests/openvino/test_exporters_cli.py

@@ -63,6 +63,7 @@
 from optimum.intel.openvino.utils import _HEAD_TO_AUTOMODELS, TemporaryDirectory
 from optimum.intel.utils.import_utils import (
     compare_versions,
+    is_nncf_version,
     is_openvino_tokenizers_available,
     is_openvino_version,
     is_tokenizers_version,
@@ -433,11 +434,11 @@ class OVCLIExportTestCase(unittest.TestCase):
             "--dataset coco --num-samples 1",
             {
                 "vision_encoder": 75,
-                "prompt_encoder_mask_decoder": 61,
+                "prompt_encoder_mask_decoder": 61 if is_nncf_version("<=", "2.18") else 60,
             },
             {
                 "vision_encoder": {"int8": 75},
-                "prompt_encoder_mask_decoder": {"int8": 50},
+                "prompt_encoder_mask_decoder": {"int8": 50 if is_nncf_version("<=", "2.18") else 49},
             },
         ),
         (

tests/openvino/test_quantization.py

@@ -85,7 +85,7 @@
 from copy import deepcopy
 
 from optimum.intel.openvino.quantization import InferRequestWrapper, OVCalibrationDatasetBuilder
-from optimum.intel.utils.import_utils import is_openvino_version, is_transformers_version
+from optimum.intel.utils.import_utils import is_openvino_version, is_transformers_version, is_nncf_version
 from utils_tests import (
     MODEL_NAMES,
     get_num_quantized_nodes,
@@ -364,11 +364,11 @@ class OVQuantizerTest(unittest.TestCase):
             OVQuantizationConfig(bits=8, dataset="coco", num_samples=1),
             {
                 "vision_encoder": 75,
-                "prompt_encoder_mask_decoder": 61,
+                "prompt_encoder_mask_decoder": 61 if is_nncf_version("<=", "2.18") else 60,
             },
             {
                 "vision_encoder": {"int8": 75},
-                "prompt_encoder_mask_decoder": {"int8": 50},
+                "prompt_encoder_mask_decoder": {"int8": 50 if is_nncf_version("<=", "2.18") else 49},
             },
         ),
         (
@@ -737,7 +737,7 @@ class OVWeightCompressionTest(unittest.TestCase):
             dict(bits=4, dataset="coco", num_samples=1, group_size=2),
             {
                 "vision_encoder": {"int8": 56, "int4": 94},
-                "prompt_encoder_mask_decoder": {"int8": 6, "int4": 94},
+                "prompt_encoder_mask_decoder": {"int8": 6, "int4": 94 if is_nncf_version("<=", "2.18") else 92},
             },
         ),
         (

tests/openvino/utils_tests.py

@@ -319,7 +319,7 @@
     },
     "sam": {
         "vision_encoder": 102 if is_openvino_version("<", "2025.2.0") else 150,
-        "prompt_encoder_mask_decoder": 100,
+        "prompt_encoder_mask_decoder": 100 if is_nncf_version("<=", "2.18") else 98,
     },
     "speecht5": {
         "encoder": 28,