Merge branch 'master' into squeeze_v15_spec

samples/cpp/common/utils/src/args_helper.cpp

@@ -29,8 +29,7 @@
 void readInputFilesArguments(std::vector<std::string>& files, const std::string& arg) {
     struct stat sb;
     if (stat(arg.c_str(), &sb) != 0) {
-        slog::warn << "File " << arg << " cannot be opened!" << slog::endl;
-        return;
+        throw std::invalid_argument(arg + " file or directory not found.");
     }
     if (S_ISDIR(sb.st_mode)) {
         struct CloseDir {
@@ -43,17 +42,20 @@ void readInputFilesArguments(std::vector<std::string>& files, const std::string&
         using Dir = std::unique_ptr<DIR, CloseDir>;
         Dir dp(opendir(arg.c_str()));
         if (dp == nullptr) {
-            slog::warn << "Directory " << arg << " cannot be opened!" << slog::endl;
-            return;
+            throw std::invalid_argument(arg + " directory cannot be opened!");
         }
 
         struct dirent* ep;
+        size_t files_size = files.size();
         while (nullptr != (ep = readdir(dp.get()))) {
             std::string fileName = ep->d_name;
             if (fileName == "." || fileName == "..")
                 continue;
             files.push_back(arg + "/" + ep->d_name);
         }
+        if (files.size() == files_size) {
+            throw std::invalid_argument("No files were found in directory " + arg);
+        }
     } else {
         files.push_back(arg);
     }

src/bindings/python/src/openvino/runtime/opset13/ops.py

@@ -15,7 +15,7 @@
 from openvino.runtime.op import Constant, Result
 from openvino.runtime.opset1 import convert_like
 from openvino.runtime.opset_utils import _get_node_factory
-from openvino.runtime.utils.decorators import binary_op, nameable_op, unary_op
+from openvino.runtime.utils.decorators import binary_op, nameable_op, unary_op, overloading
 from openvino.runtime.utils.types import (
     NumericData,
     NodeInput,
@@ -271,7 +271,7 @@ def scaled_dot_product_attention(
     return _get_node_factory_opset13().create("ScaledDotProductAttention", inputs, attributes)
 
 
-@singledispatch
+@overloading(Union[NumericData, np.number, bool, np.bool_, list], Union[NumericType, Type], Optional[str], bool)  # type: ignore
 @nameable_op
 def constant(
     value: Union[NumericData, np.number, bool, np.bool_, list],
@@ -339,9 +339,9 @@ def display_shared_memory_warning(warning_message: str) -> None:
     return Constant(_value, shared_memory=_shared_memory)
 
 
-@constant.register
+@overloading(Tensor, bool, Optional[str])  # type: ignore
 @nameable_op
-def _(
+def constant(  # noqa: F811
     tensor: Tensor,
     shared_memory: bool = False,
     name: Optional[str] = None,

src/bindings/python/tests/test_graph/test_constant.py

@@ -87,7 +87,7 @@ def test_init_with_array(src_dtype, dst_dtype, shared_flag, data_getter):
         data = np.ascontiguousarray(data)
 
     # Create constant from based on numpy dtype or openvino type
-    ov_const = ops.constant(data, dtype=dst_dtype, shared_memory=shared_flag)
+    ov_const = ops.constant(data, dst_dtype, shared_memory=shared_flag)
 
     # Check shape and element type of Constant class
     assert isinstance(ov_const, Constant)
@@ -842,7 +842,7 @@ def test_get_data_casting_bf16(src_dtype, dst_dtype, copy_flag):
 )
 def test_get_data_casting_packed(src_dtype, ov_type, dst_dtype, copy_flag):
     data = np.array([[0, 0, 0, 0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 1]], dtype=src_dtype)
-    ov_const = ops.constant(data, dtype=ov_type)
+    ov_const = ops.constant(value=data, dtype=ov_type)
     arr = ov_const.get_data(dtype=dst_dtype, copy=copy_flag)
 
     if dst_dtype is None:
@@ -867,7 +867,7 @@ def test_const_from_tensor(shared_flag):
     shape = [1, 3, 32, 32]
     arr = np.ones(shape).astype(np.float32)
     ov_tensor = Tensor(arr, shape, Type.f32)
-    ov_const = ops.constant(ov_tensor, shared_memory=shared_flag)
+    ov_const = ops.constant(tensor=ov_tensor, shared_memory=shared_flag)
 
     assert isinstance(ov_const, Constant)
     assert np.all(list(ov_const.shape) == shape)

src/plugins/intel_npu/src/plugin/npuw/just_sync_infer_request.cpp

@@ -597,7 +597,7 @@ void ov::npuw::JustInferRequest::bind_global_parameters(std::size_t idx) {
         LOG_BLOCK();
         if (!is_spatial_param(sub_in_idx)) {
             // Input parameter is non-spatial, do normal handling
-            if (do_copy || m_input_allocated.count(g_tnsr->data()) == 0) {
+            if (m_input_allocated.count(g_tnsr->data()) == 0 && do_copy) {
                 LOG_DEBUG("Will be copied");
                 copy_list.emplace_back(g_tnsr, s_port);
             } else {