fix: Move the pass location to the appropriate location (#48951)

paddle/fluid/inference/api/paddle_pass_builder.cc

@@ -211,6 +211,7 @@ GpuPassStrategy::GpuPassStrategy() : PassStrategy({}) {
         "delete_quant_dequant_linear_op_pass",                          //
         "delete_weight_dequant_linear_op_pass",                         //
         "map_depthwise_conv_to_conv_pass",                              //
+        "constant_folding_pass",                                        //
         "conv_bn_fuse_pass",                                            //
         "conv_eltwiseadd_bn_fuse_pass",                                 //
         "embedding_eltwise_layernorm_fuse_pass",                        //
@@ -244,7 +245,6 @@ GpuPassStrategy::GpuPassStrategy() : PassStrategy({}) {
         "conv_elementwise_add_fuse_pass",      //
 #endif                                         //
         "transpose_flatten_concat_fuse_pass",  //
-        "constant_folding_pass",               //
         "float_to_half_pass",                  //
   });