[CPU] Fix ARM precision issue

ARM64 ACL prefers fp16 than fp32, API 2.0 requires input/output precision not changes,
then fp32 input will trigger convert node is added to convert fp32 to fp16.

src/bindings/python/tests/test_runtime/test_infer_request.py

@@ -1,6 +1,7 @@
 # -*- coding: utf-8 -*-
 # Copyright (C) 2018-2023 Intel Corporation
 # SPDX-License-Identifier: Apache-2.0
+import platform
 
 from collections.abc import Iterable
 from copy import deepcopy
@@ -97,7 +98,12 @@ def abs_model_with_data(device, ov_type, numpy_dtype):
 
 def test_get_profiling_info(device):
     core = Core()
-    param = ops.parameter([1, 3, 32, 32], np.float32, name="data")
+    if platform.system() == "Darwin" and platform.machine() == "arm64":
+        # arm64 prefers fp16, and fp32 input will trigger a convert node
+        # to be added, so assert 'Softmax' will failed.
+        param = ops.parameter([1, 3, 32, 32], np.float16, name="data")
+    else:
+        param = ops.parameter([1, 3, 32, 32], np.float32, name="data")
     softmax = ops.softmax(param, 1, name="fc_out")
     model = Model([softmax], [param], "test_model")
 

src/plugins/intel_cpu/src/transformations/transformation_pipeline.cpp

@@ -294,9 +294,12 @@ void Transformations::PreLpt(const std::vector<ov::element::Type>& defaultPrecis
         };
         type_to_fuse_map empty_fuse_map = {};
         const bool keep_precision_sensitive_in_fp32 = true;
-        CPU_REGISTER_PASS_COMMON(manager, ov::pass::ConvertPrecision, fp_convert_precision_map,
-                                                                      empty_fuse_map,
-                                                                      keep_precision_sensitive_in_fp32);
+        CPU_REGISTER_PASS_COMMON(manager,
+                                 ov::pass::ConvertPrecision,
+                                 fp_convert_precision_map,
+                                 empty_fuse_map,
+                                 keep_precision_sensitive_in_fp32,
+                                 false);
     }
 #endif
     CPU_REGISTER_PASS_COMMON(manager, ov::pass::KeepConstAndDecompression);