[GPU] Extend the cases where layouts are compatible

src/plugins/intel_gpu/src/runtime/layout.cpp

@@ -446,8 +446,6 @@ bool layout::compatible(const layout& other) const {
     if (l1.is_dynamic() || l2.is_dynamic())
         return false;
 
-    auto l1_size = l1.get_tensor();
-    auto l2_size = l2.get_tensor();
     if (l1 == l2)
         return true;
     if (check_redundant_1d_along_feature(l1, l2))
@@ -459,7 +457,7 @@ bool layout::compatible(const layout& other) const {
     if (format::is_default_format(l1.format) && format::is_default_format(l2.format) &&
         !l1.data_padding && !l2.data_padding && l1.get_linear_size() == l2.get_linear_size())
         return true;
-    if (l1_size != l2_size)
+    if (l1.get_shape() != l2.get_shape())
         return false;
     if (l1.get_linear_size() != l2.get_linear_size())
         return false;
@@ -505,6 +503,19 @@ bool layout::compatible(const layout& other) const {
     auto l1_pitch = l1.get_pitches();
     auto l2_pitch = l2.get_pitches();
 
+    auto l1_padded_dims = l1.get_padded_dims();
+    auto l2_padded_dims = l2.get_padded_dims();
+
+    // Ignore pitches which will never be used (for padded dims with size == 1)
+    for (size_t i = 0; i < l1_padded_dims.size(); ++i) {
+        if (l1_padded_dims[i] == 1) {
+            l1_pitch[i] = 0;
+        }
+        if (l2_padded_dims[i] == 1) {
+            l2_pitch[i] = 0;
+        }
+    }
+
     auto l1_offset = l1.get_linear_offset();
     auto l2_offset = l2.get_linear_offset();
     if (l1_pitch == l2_pitch && l1_offset == l2_offset)

src/plugins/intel_gpu/tests/unit/module_tests/layout_test.cpp

@@ -261,6 +261,10 @@ INSTANTIATE_TEST_SUITE_P(smoke, layout_cmp_test,
          layout{ov::PartialShape{4, 2, 3, 4, 5}, data_types::f16, format::is_os_zyx_isv16_osv16}, false, false},
         {layout{ov::PartialShape{4, 2, 3, 4, 5}, data_types::f16, format::goiyx},
          layout{ov::PartialShape{4, 2, 3, 4, 5}, data_types::f16, format::gioyx}, false, false},
+        {layout{ov::PartialShape{4, 1, 16, 16}, data_types::f16, format::bfyx},
+         layout{ov::PartialShape{4, 1, 16, 16}, data_types::f16, format::byxf}, false, true},
+        {layout{ov::PartialShape{2, 1, 2, 4}, data_types::f16, format::bfyx, padding({0, 0, 1, 0}, {0, 0, 1, 0})},
+         layout{ov::PartialShape{2, 1, 2, 4}, data_types::f16, format::bfyx, padding({0, 1, 0, 0}, {0, 0, 0, 0})}, false, false},
     }));
 
 struct layouts_transform_test_params {