diff --git a/dnn/src/cuda/cudnn_wrapper.cpp b/dnn/src/cuda/cudnn_wrapper.cpp
index dbc2c4dc..2dcf2b51 100644
--- a/dnn/src/cuda/cudnn_wrapper.cpp
+++ b/dnn/src/cuda/cudnn_wrapper.cpp
@@ -485,7 +485,11 @@ CudnnAlgoPack::conv_bwd_data_algos() {
                                     CudnnAlgoPack::Attr>
             algos =
     { DEF_ALGO(CUDNN_CONVOLUTION_BWD_DATA_ALGO_0, false, false),
+#if CUDNN_VERSION == 8004
       DEF_ALGO(CUDNN_CONVOLUTION_BWD_DATA_ALGO_1, true, true),
+#else
+      DEF_ALGO(CUDNN_CONVOLUTION_BWD_DATA_ALGO_1, true, false),
+#endif
       DEF_ALGO(CUDNN_CONVOLUTION_BWD_DATA_ALGO_FFT, true, true),
       DEF_ALGO(CUDNN_CONVOLUTION_BWD_DATA_ALGO_FFT_TILING, true, true),
 #if CUDNN_MAJOR >= 5
diff --git a/src/opr/impl/search_policy/algo_chooser.cpp b/src/opr/impl/search_policy/algo_chooser.cpp
index 4fd7a6b9..4bf2dc48 100644
--- a/src/opr/impl/search_policy/algo_chooser.cpp
+++ b/src/opr/impl/search_policy/algo_chooser.cpp
@@ -471,16 +471,22 @@ AlgoChooser<Opr>::AlgoChooserHelper::get_profile_result_from_cache(
         }
     }
 
+    std::string layouts_str =
+            format_fixlayouts<Opr>(m_layouts, arity_in, arity_out);
     if (skip_by_negative) {
         mgb_log_error(
-                "No usable algo. There are available algos match positive "
-                "strategy(%s), but filtered by negative stategy(%s).",
+                "opr: %s, layouts: %s, No usable algo. There are available algos match "
+                "positive strategy(%s), but filtered by negative stategy(%s).",
+                m_base_mgb_opr->dyn_typeinfo()->name,
+                layouts_str.c_str(),
                 Algorithm::attribute_str(target_attr.first).c_str(),
                 Algorithm::attribute_str(target_attr.second).c_str());
     } else {
         mgb_log_error(
-                "No usable algo. algos read from cache could not satisfy "
-                "positive strategy(%s)",
+                "opr: %s, layouts: %s, No usable algo. algos read from cache could not "
+                "satisfy positive strategy(%s)",
+                m_base_mgb_opr->dyn_typeinfo()->name,
+                layouts_str.c_str(),
                 Algorithm::attribute_str(target_attr.first).c_str());
     }