[GPU] Avoid to select b_fs_yx_fsv2 in onednn find_data_format because the format does not have valid format_tag

src/plugins/intel_gpu/src/graph/impls/onednn/convolution_onednn.hpp

@@ -47,6 +47,13 @@ static std::shared_ptr<dnnl::convolution_forward::primitive_desc> get_convolutio
     auto weights_md = onednn::layout_to_memory_desc(weights_layout, dnnl::memory::format_tag::any);
     auto output_md = onednn::layout_to_memory_desc(output_layout, tag_in_out);
 
+    OPENVINO_ASSERT(!input_md.is_zero(),
+                    "[GPU] The input memory descriptor of onednn convolution should not have zero dim.");
+    OPENVINO_ASSERT(!weights_md.is_zero(),
+                    "[GPU] The weights memory descriptor of onednn convolution should not have zero dim.");
+    OPENVINO_ASSERT(!output_md.is_zero(),
+                    "[GPU] The output memory descriptor of onednn convolution should not have zero dim.");
+
     // adjust_conv_dilation_pad(dilation, stride, pad_l, pad_r, input_md, output_md, weights_md, grouped_weights);
     for (size_t i = 0; i < dilation.size(); i++) {
         dilation[i]--;

src/plugins/intel_gpu/src/graph/impls/onednn/utils.cpp

@@ -345,8 +345,14 @@ cldnn::format find_data_format(dnnl::memory::desc desc) {
                     break;
                 }
             }
-            if (is_match)
-                return static_cast<format::type>(fmt_idx);
+
+            if (is_match) {
+                // b_fs_yx_fsv2 has dnnl::memory::format_tag::undef , so select byfx instead of b_fs_yx_fsv2.
+                if (static_cast<format::type>(fmt_idx) == format::type::b_fs_yx_fsv2)
+                    return format::type::byxf;
+                else
+                    return static_cast<format::type>(fmt_idx);
+            }
         }
     }