fix(mge/convbias): make fallback convbias support nhwcd4 layout

GitOrigin-RevId: 1c306f867dc636b8e8349d4d42a17b914f160552

dnn/src/common/relayout_format.cpp

@@ -382,19 +382,11 @@ void RelayoutFormat::deduce_format(TensorFormat src, TensorFormat& dst) {
 
     if (dst.type() == TensorFormat::Type::IMAGE2D_PACK4 &&
         (
-                handle()->type() != Handle::HandleType::NAIVE)) {
-#if MEGDNN_ENABLE_MANGLING
-        megdnn_throw(
-                "Only naive and opencl handle support "
-                "Image2DPack4TensorFormat, try build with debug for get more "
-                "info");
-#else
-        megdnn_throw(
-                "Only naive and opencl handle support "
-                "Image2DPack4TensorFormat, try to export MGB_USE_MEGDNN_DBG=2 "
-                "and also export CUDA_VISIBLE_DEVICES=\'\' at CUDA env"
-                "to enable naive handle");
-#endif
+            handle()->type() != Handle::HandleType::NAIVE && 
+            handle()->type() != Handle::HandleType::X86)) {
+            megdnn_throw(
+                    "Dump with Image2DPack4TensorFormat is not available on CUDA compnode, "
+                    "try export CUDA_VISIBLE_DEVICES=\'\'");
     }
 #undef CHECK_SRC
 }

dnn/src/fallback/conv_bias/opr_impl.cpp

@@ -297,6 +297,9 @@ ConvBiasImpl::Algorithm* ConvBiasImpl::get_algorithm_heuristic_with_ncb(
         const NCBKernSizeParam& param, size_t workspace_limit_in_bytes,
         const AlgoAttribute& positive_attr,
         const AlgoAttribute& negative_attr) {
+    if (ConvBiasImpl::param().format == Param::Format::NHWCD4) {
+        return nullptr;
+    }
     auto algo_data_type = param.deduce_algo_data_type();
     auto suggest_category_order = suggest_algo_category_order(param);
     for (auto category : suggest_category_order) {
@@ -346,7 +349,7 @@ ConvBiasImpl::NCBKernSizeParam ConvBiasImpl::make_ncb_kern_size_param(
         param().format == Param::Format::NCHW32 ||
         param().format == Param::Format::NCHW64) {
         spatial_pos = 2;
-    } else if (param().format == Param::Format::NHWC) {
+    } else if (param().format == Param::Format::NHWC || param().format == Param::Format::NHWCD4) {
         spatial_pos = 1;
     } else {
         megdnn_assert(0, "invalid conv format %d",
@@ -497,6 +500,9 @@ ConvBiasImpl::Algorithm* ConvBiasImpl::get_algorithm_from_desc(
 
 ConvBiasImpl::Algorithm* ConvBiasImpl::get_algorithm(
         const NCBKernSizeParam& param, size_t workspace_size) {
+    if (ConvBiasImpl::param().format == Param::Format::NHWCD4) {
+        return nullptr;
+    }
     if (auto algo = get_algorithm_from_desc(execution_policy().algo)) {
         return algo;
     }