diff --git a/ggml.c b/ggml.c
index 89490c257..4415ce19b 100644
--- a/ggml.c
+++ b/ggml.c
@@ -12890,13 +12890,15 @@ static void ggml_compute_backward(struct ggml_context * ctx, struct ggml_tensor
                                 //     src1,          // [n,p]
                                 //     tensor->grad), // [m,p]
                                 // for now just using A*B==(B.T*A.T).T
-                                ggml_cont(ctx,                                      // [n,m]
-                                    ggml_transpose(ctx,                             // [n,m]
-                                        ggml_mul_mat(ctx,                           // [m,n]
-                                            ggml_cont(ctx,                          // [p,m]
-                                                ggml_transpose(ctx, tensor->grad)), // [p,m]
-                                            ggml_cont(ctx,                          // [p,n]
-                                                ggml_transpose(ctx, src1))))),      // [p,n]
+                                ggml_cont(ctx,                      // [n,m]
+                                    ggml_transpose(ctx,             // [n,m]
+                                        ggml_mul_mat(ctx,           // [m,n]
+                                            ggml_cont(ctx,          // [p,m]
+                                                ggml_transpose(ctx, // [p,m]
+                                                    tensor->grad)), // [m,p]
+                                            ggml_cont(ctx,          // [p,n]
+                                                ggml_transpose(ctx, // [p,n]
+                                                    src1))))),      // [n,p]
                                 inplace);
                 }
                 if (src1->grad) {