Apply suggestions from code review

Co-authored-by: Alexander Suslov <[email protected]>

Author: daniil-lyakhov

examples/openvino/aot/aot_openvino_compiler.py

@@ -30,8 +30,6 @@
 from transformers import AutoModel
 
 import nncf
-import nncf.experimental
-import nncf.experimental.torch
 from nncf.experimental.torch.fx.quantization.quantize_pt2e import quantize_pt2e
 
 
@@ -239,7 +237,7 @@ def transform(x):
         action="store_true",
         help="Enable model validation. --dataset argument is requred for the validation.",
     )
-    parser.add_argument("--dataset", type=str, help="Path to the calibration dataset.")
+    parser.add_argument("--dataset", type=str, help="Path to the validation dataset.")
     parser.add_argument(
         "--device",
         type=str,

examples/openvino/openvino_build.sh

@@ -27,13 +27,12 @@ main() {
 
 
     # Build the project
-    cmake --build cmake-openvino-out --target install --config Release -j40
+    cmake --build cmake-openvino-out --target install --config Release -j5
 
     ## Build example
     local example_dir=examples/openvino
     local example_build_dir="${build_dir}/${example_dir}"
     local cmake_prefix_path="${PWD}/${build_dir}/lib/cmake/ExecuTorch;${PWD}/${build_dir}/third-party/gflags;"
-
     rm -rf "${example_build_dir}"
 
     ## OpenVINO original
@@ -42,7 +41,7 @@ main() {
           -B"${example_build_dir}" \
           $EXECUTORCH_ROOT/$example_dir
 
-    cmake --build "${example_build_dir}" -j40
+    cmake --build "${example_build_dir}" -j5
 
     # Switch back to the original directory
     cd - > /dev/null