diff --git a/tools/pnnx/src/pass_level2.cpp b/tools/pnnx/src/pass_level2.cpp
index 1ff4451e5..be00396ac 100644
--- a/tools/pnnx/src/pass_level2.cpp
+++ b/tools/pnnx/src/pass_level2.cpp
@@ -821,6 +821,8 @@ void pnnx_graph_rewrite(Graph& graph, const GraphRewriterPass* pass, int& opinde
         int q = graph_op_count - 1;
         for (; q >= 1; q--)
         {
+            matched = true;
+
             for (const Operator* pattern : pattern_graph_output_operators)
             {
                 for (size_t i = 0; i < pattern->inputs.size(); i++)
@@ -900,6 +902,7 @@ void pnnx_graph_rewrite(Graph& graph, const GraphRewriterPass* pass, int& opinde
                 matched_outputs.clear();
                 captured_params.clear();
                 captured_attrs.clear();
+                matched = false;
                 continue;
             }
 
diff --git a/tools/pnnx/src/pass_ncnn/solve_batch_index.cpp b/tools/pnnx/src/pass_ncnn/solve_batch_index.cpp
index 6865ec72d..258b26176 100644
--- a/tools/pnnx/src/pass_ncnn/solve_batch_index.cpp
+++ b/tools/pnnx/src/pass_ncnn/solve_batch_index.cpp
@@ -167,6 +167,32 @@ static void solve_batch_index_forward(Operand* operand)
                 solve_batch_index_backward(r);
             }
         }
+        else if (op->type == "torch.transpose")
+        {
+            const int dim0 = op->params.at("dim0").i;
+            const int dim1 = op->params.at("dim1").i;
+
+            int batch_index_transposed = batch_index;
+            if (dim0 == batch_index)
+            {
+                batch_index_transposed = dim1;
+            }
+            else if (dim1 == batch_index)
+            {
+                batch_index_transposed = dim0;
+            }
+
+            for (Operand* r : op->outputs)
+            {
+                if (r->params.find("__batch_index") != r->params.end())
+                    continue;
+
+                r->params["__batch_index"] = batch_index_transposed;
+
+                solve_batch_index_forward(r);
+                solve_batch_index_backward(r);
+            }
+        }
         else if (op->type == "Tensor.reshape" || op->type == "Tensor.view")
         {
             if (op->params.find("shape") == op->params.end())
@@ -241,6 +267,32 @@ static void solve_batch_index_backward(Operand* operand)
             solve_batch_index_forward(r);
         }
     }
+    else if (op->type == "torch.transpose")
+    {
+        const int dim0 = op->params.at("dim0").i;
+        const int dim1 = op->params.at("dim1").i;
+
+        int batch_index_transposed = batch_index;
+        if (dim0 == batch_index)
+        {
+            batch_index_transposed = dim1;
+        }
+        else if (dim1 == batch_index)
+        {
+            batch_index_transposed = dim0;
+        }
+
+        for (Operand* r : op->inputs)
+        {
+            if (r->params.find("__batch_index") != r->params.end())
+                continue;
+
+            r->params["__batch_index"] = batch_index_transposed;
+
+            solve_batch_index_backward(r);
+            solve_batch_index_forward(r);
+        }
+    }
     else if (op->type == "Tensor.reshape" || op->type == "Tensor.view")
     {
         if (op->params.find("shape") == op->params.end())